From chrisramming@yahoo.com Tue Jul 1 16:20:05 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Tue, 1 Jul 2003 08:20:05 -0700 (PDT) Subject: [KP-seed] goals, policies, intentions, constraints In-Reply-To: <20030627212012.GA81364@pun.isi.edu> Message-ID: <20030701152005.12965.qmail@web41508.mail.yahoo.com> Folks, Alex wrote a very thoughtful note on this topic and I obtained his permission to forward to the list; please find it below. Thanks, Chris --- Alex Poylisher wrote: > Chris, > > Let's start with the agent literature. A very simplistic view of the world > includes two basic schools of thought > with regard to agents, the 'cognitive' and the 'reactive'. In the cognitive > school, agents are individually 'intelligent': each agent has a knowledge > base required for handling its tasks in the environment. > They are also 'intentional': they have goals and explicit plans allowing > them to achieve their goals. > > By contrast, the reactive school claims that it is not necessary for agents > to be individually intelligent to demonstrate overall intelligent behaviour. > Mechanisms of reaction to events (which take into account neither an > explanation of the goals nor any planning mechanisms) can resolve complex > problems. > > In reality, things are slightly more complex. Ferber distinguishes two > dimensions: > > - conduct of the agent > - relationship to the environment > > Agent conduct is regulated by the opposition between teleonomic behaviour, > directed towards explicit goals, and reflex behaviour, guided by > perceptions. > > The relationship between the agent and its environment is defined by the > presence/absence of a symbolic model of the world, on the basis of which the > agent can reason. If such a model is present, the agent is cognitive, if > the model is sub-symbolic and integrated into sensor-effector capacities, > the agent is reactive. > > Most cognitive agents are intentional (capable of teleonomic behaviour) and > have explicit goals. They are also traditionally called rational (the > actions they initiate follow a principle of rationality wrt their goals). > > Reactive agents capable of teleonomic behaviour are called drive-based (the > goal is defined by the designer). Reactive agents that are capable only of > reflex behaviour are called tropistic. The difference between the two lies > in the sources of motivation. For drive-based agents, they are located > within the agent; for tropistic agents -- in the environment. > > Goals have two aspects: > > - declarative (a goal is a description of the desired state of the world), > - procedural (a set of executable procedures with a stopping condition specifies a > goal) > > Goals are often called desires, as in the well-known BDI (beliefs, desires, > intentions) architecture. BDI (due to Rao and Georgeff) is an architecture > for practical, rational reasoning. Beliefs, desires, intentions are mental > attitudes. Beliefs > are what an agent knows/believes to be true about the world. Goals are > states the agent wants to achieve; goals are required to be consistent (note > that this a declarative specification). Intention is an action plan the > agent has committed to in order to achieve one of its goals. > > Much work has been done on BDI and its derivatives (see Pat's paper on > cognitive architectures for some examples), but these basic definitions are > still accepted for cognitive agents. > > Now, to the PBM terminology. In RFC 3198, a policy goal is defined as > follows: > > Goals are the business objectives or desired state intended to > be maintained by a policy system. As the highest level of > abstraction of policy, these goals are most directly described > in business rather than technical terms. For example, a goal > might state that a particular application operate on a network > as though it had its own dedicated network, despite using a > shared infrastructure. 'Policy goals' can include the > objectives of a service level agreement, as well as the > assignment of resources to applications or individuals. A > policy system may be created that automatically strives to > achieve a goal through feedback regarding whether the goal > (such as a service level) is being met. > > And here is the RFC's definition of policy: > > "Policy" can be defined from two perspectives: > - A definite goal, course or method of action to guide and > determine present and future decisions. "Policies" are > implemented or executed within a particular context (such > as policies defined within a business unit). > - Policies as a set of rules to administer, manage, and > control access to network resources [RFC3060]. > > Thus, policy includes both goals and procedures to achieve the goals. > > Most existing PBM systems are rule-based. A policy rule is "a basic building > block of a policy-based system. It is the binding of a set of actions to a set > of conditions - where the conditions are evaluated to determine whether the > actions are performed". A policy condition is "a representation of the > necessary state and/or prerequisites that define whether a policy rule's > actions should be performed. This representation need not be completely > specified, but may be implicitly provided in an implementation > or protocol. When the policy condition(s) associated with a > policy rule evaluate to TRUE, then (subject to other > considerations such as rule priorities and decision > strategies) the rule should be enforced". A policy action is the > "definition of what is to be done to enforce a policy rule, > when the conditions of the rule are met. Policy actions may > result in the execution of one or more operations to affect > and/or configure network traffic and network resources". > > Fundamentally, if the binding of a set of actions to a set of conditions is > fixed by the designer, we're in the realm of reactive agents. > If the agent has autonomy to change the binding (by reasoning and/or learning), > we're in the realm of cognitive agents. A cognitive agent > agent can also change the sets of conditions (descriptions of states) and > the sets of actions (acquiring new capabilities). > > This is the bare minimum, and probably inadequate yet. Please let me know > if that is roughly what you are looking for. > > Thanks, > > -- > Alex Poylisher > Applied Research, Telcordia Technologies > sher{at}research{dot}telcordia{dot}com From mlittman@cs.rutgers.edu Tue Jul 1 16:28:05 2003 From: mlittman@cs.rutgers.edu (Michael L. Littman) Date: Tue, 1 Jul 2003 11:28:05 -0400 (EDT) Subject: [KP-seed] HOME team slides Message-ID: <200307011528.h61FS5r21702@porthos.rutgers.edu> Hi, Here's some visual aids for the HOME team conference call report this afternoon. Looking forward to speaking to you soon: http://athos.rutgers.edu/~mlittman/ftp/HOME-2.ppt . -Michael From braden@ISI.EDU Tue Jul 1 18:10:05 2003 From: braden@ISI.EDU (Bob Braden) Date: Tue, 1 Jul 2003 10:10:05 -0700 (PDT) Subject: [KP-seed] Contribution for today: the Internet Provider Context Message-ID: <200307011710.KAA20600@gra.isi.edu> Bob Braden, Dave Clark, Ted Faber, Tom Dietterich, Stephen Bay July 1, 2003 Goals for "Internet Provider Networks" The charge was: "a breadth-first look ... that will help us understand what, for instance, goals look like, and what it might mean for networks to adapt to such goals." Thus, we provide a broad list of important goals for the context of Internet provider networks. In this context, we are largely concerned with open-Internet issues such as scale, security, and profit. We also include a brief discussion of conflicts among these goals. A. THE CONTEXT The Internet provider (or "open Internet") context has the following characteristics: It is very large, so that any problem that calls for "global" information is really of global scope. It forces us to deal with issues of scale, aggregation, and so on. It requires us to deal with issues of untrustworthy regions, regions that refuse to reveal internal information, and so on. It contains regions with goals that are not aligned. As an experimental platform, it has the following features. Many of the regions may not agree to be a part of an experiment, so we accept that at the beginning only parts of the network will be KP aware. Since this is an operational network, most regions will not be interested in actual intervention or actuation. So this means we cannot perform experiments (looking at the Internet as a whole) that learn by trying things and seeing if the result is an improvement. We can do this in an attached region, but not across the net as a whole. These considerations suggest that there are certain sorts of requests/goals that are more suited to exploration in the Internet context, and we should look at the list from that perspective. We found it useful to divide our context into two parts, which we called "intra-ISP" and "edge-edge". This deserves some discussion. The idea was to define our context to be orthogonal to the "home/enterprise network" context. We took the latter to be the "edge" of the network, and to represent end user goals. Our context is then the network infrastructure in the "core" of the network, which provides connectivity among the edge networks, considered as black boxes. In fact, the core nework is composed of a mesh of provider (ISP) networks that interconnect as "peers", while each connects to its customer edge networks. The ISPs are administratively distinct and often competitive, so they have private goals of their own; we call these operator goals "intra-ISP". In addition, there are some overall goals for the interconnection of ISPs; we call these "edge-edge" goals. Edge-edge goals mediate the communication among ISPs, but they may be more general than bilateral inter-ISP issues; they embody network behavior that is desired by end users. The edge-edge goals are particularly important for the KP. Meeting intra-ISP goals using cognitive functions will hopefully benefit individual ISPs in terms of service reliability, faster diagnosis and repair, and more cost-effective operation. However, this will be doing better and faster what they do manually today. On the other hand, there is currently no architecture or mechanism to adaptively meet multi-ISP edge-edge goals; this requires the sort of unified global view that the KP will provide. B. REQUESTS Dave Clark's message of June 26 gave five examples of KP "requests" FIXIT BUILD (or CONFIGURE) TUNEUP: Tune my system to make the best use of resources FASTER: Make it go faster and/or tell me the bottleneck WARN: Tell me if something bad is happening We will assume these are somewhat orthogonal; for example, performance-related problems are excluded from FIXIT and included in FASTER. For each goal below, we indicate in [] which of these requests is related. This list of requests is of course incomplete, and this is indicated by the fact that a few goals do not match any of them. The following goal list was cribbed in part from Jennifer Rexford and Tom Dietterich. C. GOALS C1. EDGE-EDGE GOALS G1.1: Connectivity: every edge network can reach every other edge metwork [FIXIT, BUILD, WARN] G1.2: Performance: Provide good(*) performance for all BE traffic [FASTER, BUILD, WARN] * (What do we mean by "good"? Is "good" different for TCP vs. IP telephony?) G1.3: Provide requested QoS to specific flows [FIXIT, BUILD, WARN] G1.4: Provide robust network services for user apps [FIXIT, BUILD, WARN] * DNS; maybe storage servers, indirection infrastructure, ... G1.5: Collect historical averages of network service measurements [see F1. below] [??] G1.6: Provide controlled degradation of service during an attack G1.7: Perform security audits [See F2. below] * Security analog to FIXIT * Pick a policy and try to violate it. C2. INTRA-ISP GOALS G2.1: Every customer edge network can reach every remote edge network, and vice-versa. [FIXIT, BUILD] G2.2: Customers get the performance for which they are paying. [BUILD, FASTER] G2.3: Maximize revenue [TUNEUP] G2.4: Maximize cost-effectiveness of hardware resources by keeping their utilization up. [TUNEUP] G2.5: Set BGP policy to reduce my cost at the expense of my competitive peers, and adapt as he does the same to me. [BUILD, WARN] G2.6: Adapt to the constraints and requirements imposed on me by my peers [??] * BGP announcements and bilateral agreement G2.7: Predict the effect of a proposed configuration change. [BUILD] G2.8: Coorperate towards meeting inter-ISP goals of KP, without revealing proprietary information about internal structure or operation that would create competitive disadvantage. [FIXIT, BUILD, FASTER] _________________________________________________________ D. GOAL CONFLICTS (Clark) We can describe some of the goal conflicts that might arise and their impact. Class 1 (user vs. user). The Internet allocates capacity based on statistical sharing, so users may attempt to obtain more service at the expense of other users. The network will more and more be expected to mediate explicitly. Today the intervention is by technical restraint, tomorrow it may be by economic pushback. Malicious users, of course, have a range of goals that are in conflict with benign users. Class 2 (user vs. provider) First, the user wants the best service at the lowest price, so he is in an economic tussle with his provider, just as any consumer-provider is. Second, the user wants to preserve his ability to switch providers, and the provider want to lock the user in to his service. Third, the user wants sound data on the quality of the product offered, and the provider may be interested in papering over problems. Class 3 (provider vs. provider) . Providers tussle with each other to lower their own costs at the expense of their attached competitors, to attract customers at the expense of each other, and to allocate shared costs to their benefits. Each provider will view its internal operating information as proprietary, and will attempt to deduce such information about the others. In general, in the open Internet, economics (expressed in commercial terms) is the intermediate used to mediate many of these tussles. In a military network, when an administrator says "traffic follows the chain of command (which happens to be slow) and the soldier says "I need this image now -- get me a high bandwidth path"), money is not used to mediate between these two conflicting goals. Instead, relative priority of request, learned history of ad hoc responses and so on will be used. Lack of a money as a normalizer may make these conflicts harder and more interesting. E. ADDITIONAL EXPLANATIONS (Faber) E1. Collect Historical Averages [G1.5] Operators and users both want to be able to meaningfully compare service between different providers. The KP challenges are in both defining such meaningful comparison metrics (or letting the user define them) and collecting them (or the raw data for them) reliably in the face of economic incentives to fib with minimal measurement disturbance to the actual service. The kinds of metrics for operators might be "what average bandwidth does provider X allow me to use for transit (and is it what I'm paying for)," "How many routing misconfigurations a week does provider X have," "what's the mean fault response time for provider X," and "what's the DNS reliability for names served by provider X". In the absence of information about a specific provider, it would be nice to be able to tell, say, what the mean fault response time is across the whole network and statistically how far off my domain is. "Most faults are fixed in 10 minutes and this domain fixes them in 8 on average which is 0.25 standard deviations below the mean. I gave you that domain-specific information only after authenticating you as being from the domain I'm evaluating." Users might care about metrics like "how often was my access provider the bottleneck in a transfer?" "when my access network was the bottleneck, was the throughput what I paid for?" "how much mail was bounced for my account?". Similar stats might be available if the user can authenticate as a customer of a given access network. E2. Perform Security Audits [G1.7] Security is largely a human endeavor, I suspect, but the KP can play an important role - auditing. Security policies are fairly easy to articulate, but often humans fail in turning those policies into specific configurations. Equally important are simple typos in configurations. Furthermore, due to the inherent complexity of the network, changes to systems not perceived to be security-critical can cause flaws (a routing change that bypasses a firewall, for example). However, the KP would be able to take the list of policies and test them to see if they hold. This kind of testing is very similar to the WHY problem - rather than seeing why a particular node lost connectivity, a security audit would pick a policy and try to violate it. On success, it would tell the administrator "your security policy says that X should be impossible; here is a procedure that allows X to happen. Here is a suggested change to configuration that would prevent X in the future.]" The interesting parts include its non-local nature, the variability in what "secure" means, and the object being secured. [Clark: What is interesting is that the answer requires non-local information gathering, if some other device like a firewall or a authentication server is involved.] A client of the KP may also have made some informed decisions about security that need to be included as well. For example, a particularly trusted user might be given privleges that would be considered unsafe in the hands of other users. Finally, the request could also be: "Tell me if my subnet is secure" or " tell me if this set of servers is secure". We want the KP to help users and operators. Such a security auditor could even make use of the KP as a method of sharing audit tests. One domain could tell another that it spotted a certain bad behavior in the wild or had it demonstrated by an administrator or deduced it itself. It would suggest that the other domain audit its local security to check for it. [Dave Clark added: I think this is a great idea, both in this context, and more generally, as in getting better rules to map symptoms to root causes. There are a lot of smart people around, and amplifying them is a great objective for the KP. Right now, we have no architecture for security. It is a hodge-podge of mechanisms, piled up with an uncertain outcome. If we had a model of how the parts were supposed to fit together, then we could test for conformance to the model. Lacking this, it is impossible to "prove" anything about the security of a system, but to attack it you still have to find the path in. One can find this by informed search--it is a classic goal/sub-goal planning technique. To use the Kuang example, if you cannit see how to become root in one step, then try an intermediate goal that has served you well in the past, such as becoming someone else, and so on.] From jms@cis.upenn.edu Tue Jul 1 18:59:35 2003 From: jms@cis.upenn.edu (Jonathan M. Smith) Date: Tue, 01 Jul 2003 13:59:35 -0400 Subject: [KP-seed] goals, policies, intentions, constraints In-Reply-To: <20030701152005.12965.qmail@web41508.mail.yahoo.com> References: <20030627212012.GA81364@pun.isi.edu> Message-ID: <5.2.0.9.0.20030701135714.019823c0@central.cis.upenn.edu> This is a very useful note. In fact, to build on Bob Braden's note - also sent out this A.M., I have for a long time been arguing that security is something best accomplished by declarative goals, as new threats which were in some sense unanticipated are more easily dealt with in the context of a statement of what MUST happen rather than a list of things (usually procedural...) that MUST NOT happen. -JMS At 08:20 AM 7/1/2003 -0700, J. Christopher Ramming wrote: >Folks, > >Alex wrote a very thoughtful note on this topic and >I obtained his permission to forward to the list; >please find it below. > >Thanks, > >Chris > >--- Alex Poylisher wrote: > > Chris, > > > > Let's start with the agent literature. A very simplistic view of the > world > > includes two basic schools of thought > > with regard to agents, the 'cognitive' and the 'reactive'. In the > cognitive > > school, agents are individually 'intelligent': each agent has a knowledge > > base required for handling its tasks in the environment. > > They are also 'intentional': they have goals and explicit plans allowing > > them to achieve their goals. > > > > By contrast, the reactive school claims that it is not necessary for agents > > to be individually intelligent to demonstrate overall intelligent > behaviour. > > Mechanisms of reaction to events (which take into account neither an > > explanation of the goals nor any planning mechanisms) can resolve complex > > problems. > > > > In reality, things are slightly more complex. Ferber distinguishes two > > dimensions: > > > > - conduct of the agent > > - relationship to the environment > > > > Agent conduct is regulated by the opposition between teleonomic behaviour, > > directed towards explicit goals, and reflex behaviour, guided by > > perceptions. > > > > The relationship between the agent and its environment is defined by the > > presence/absence of a symbolic model of the world, on the basis of > which the > > agent can reason. If such a model is present, the agent is cognitive, if > > the model is sub-symbolic and integrated into sensor-effector capacities, > > the agent is reactive. > > > > Most cognitive agents are intentional (capable of teleonomic behaviour) and > > have explicit goals. They are also traditionally called rational (the > > actions they initiate follow a principle of rationality wrt their goals). > > > > Reactive agents capable of teleonomic behaviour are called drive-based (the > > goal is defined by the designer). Reactive agents that are capable only of > > reflex behaviour are called tropistic. The difference between the two lies > > in the sources of motivation. For drive-based agents, they are located > > within the agent; for tropistic agents -- in the environment. > > > > Goals have two aspects: > > > > - declarative (a goal is a description of the desired state of > the world), > > - procedural (a set of executable procedures with a stopping > condition specifies a > > goal) > > > > Goals are often called desires, as in the well-known BDI (beliefs, desires, > > intentions) architecture. BDI (due to Rao and Georgeff) is an > architecture > > for practical, rational reasoning. Beliefs, desires, intentions are mental > > attitudes. Beliefs > > are what an agent knows/believes to be true about the world. Goals are > > states the agent wants to achieve; goals are required to be consistent > (note > > that this a declarative specification). Intention is an action plan the > > agent has committed to in order to achieve one of its goals. > > > > Much work has been done on BDI and its derivatives (see Pat's paper on > > cognitive architectures for some examples), but these basic definitions are > > still accepted for cognitive agents. > > > > Now, to the PBM terminology. In RFC 3198, a policy goal is defined as > > follows: > > > > Goals are the business objectives or desired state intended to > > be maintained by a policy system. As the highest level of > > abstraction of policy, these goals are most directly described > > in business rather than technical terms. For example, a goal > > might state that a particular application operate on a network > > as though it had its own dedicated network, despite using a > > shared infrastructure. 'Policy goals' can include the > > objectives of a service level agreement, as well as the > > assignment of resources to applications or individuals. A > > policy system may be created that automatically strives to > > achieve a goal through feedback regarding whether the goal > > (such as a service level) is being met. > > > > And here is the RFC's definition of policy: > > > > "Policy" can be defined from two perspectives: > > - A definite goal, course or method of action to > guide and > > determine present and future > decisions. "Policies" are > > implemented or executed within a particular > context (such > > as policies defined within a business unit). > > - Policies as a set of rules to administer, > manage, and > > control access to network resources [RFC3060]. > > > > Thus, policy includes both goals and procedures to achieve the goals. > > > > Most existing PBM systems are rule-based. A policy rule is "a basic > building > > block of a policy-based system. It is the binding of a set of actions > to a set > > of conditions - where the conditions are evaluated to determine whether > the > > actions are performed". A policy condition is "a representation of the > > necessary state and/or prerequisites that define whether a policy rule's > > actions should be performed. This representation need not be completely > > specified, but may be implicitly provided in an implementation > > or protocol. When the policy condition(s) associated with a > > policy rule evaluate to TRUE, then (subject to other > > considerations such as rule priorities and decision > > strategies) the rule should be enforced". A policy action is the > > "definition of what is to be done to enforce a policy rule, > > when the conditions of the rule are met. Policy actions may > > result in the execution of one or more operations to affect > > and/or configure network traffic and network resources". > > > > Fundamentally, if the binding of a set of actions to a set of conditions is > > fixed by the designer, we're in the realm of reactive agents. > > If the agent has autonomy to change the binding (by reasoning and/or > learning), > > we're in the realm of cognitive agents. A cognitive agent > > agent can also change the sets of conditions (descriptions of states) and > > the sets of actions (acquiring new capabilities). > > > > This is the bare minimum, and probably inadequate yet. Please let me know > > if that is roughly what you are looking for. > > > > Thanks, > > > > -- > > Alex Poylisher > > Applied Research, Telcordia Technologies > > sher{at}research{dot}telcordia{dot}com > >_______________________________________________ >Kp-seed mailing list >Kp-seed@mailman.isi.edu >http://mailman.isi.edu/mailman/listinfo/kp-seed From eitan@pnphome.com Tue Jul 1 19:43:51 2003 From: eitan@pnphome.com (Eitan M Fenson) Date: Tue, 1 Jul 2003 11:43:51 -0700 Subject: [KP-seed] Testing a hypotheisis Message-ID: <001601c34000$b759f710$1006000a@delft> This is an email with no attachment. I am curious as to whether it will go through. - Eitan Eitan M. Fenson PnP Networks 1525 Siesta Drive Los Altos, CA 94024 eitan@pnphome.com 650-964-7210 cell 650-302-8760 From eitan@pnphome.com Tue Jul 1 19:50:27 2003 From: eitan@pnphome.com (Eitan M Fenson) Date: Tue, 1 Jul 2003 11:50:27 -0700 Subject: [KP-seed] Testing a hypothesis, take 2 Message-ID: <000001c34001$a39e4770$1006000a@delft> This is a multi-part message in MIME format. ------=_NextPart_000_0001_01C33FC6.F73F6F70 Content-Type: text/plain; charset="us-ascii" Content-Transfer-Encoding: 7bit The message without an attachment went through. Here's another with a small attachment. - Eitan Eitan M. 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This seemed like enough, but of course evil things like PPT can produce ridiculously large files, especially with swooshy corporate logos. Chris, could you check the size of the file you tried to send? And I never got the agenda for today; was that message large? Bob Braden From jms@cis.upenn.edu Tue Jul 1 20:16:06 2003 From: jms@cis.upenn.edu (Jonathan M. Smith) Date: Tue, 01 Jul 2003 15:16:06 -0400 Subject: [KP-seed] (no subject) In-Reply-To: <200307011914.MAA20682@gra.isi.edu> Message-ID: <5.2.0.9.0.20030701151555.01a5c8d8@central.cis.upenn.edu> yes - the agenda would have helped! -JMS At 12:14 PM 7/1/2003 -0700, Bob Braden wrote: >The configuration of the kp-seed mailing list currently sets a >maximum message size at 1MB. This seemed like enough, but of >course evil things like PPT can produce ridiculously large files, >especially with swooshy corporate logos. > >Chris, could you check the size of the file you tried to send? >And I never got the agenda for today; was that message large? > >Bob Braden >_______________________________________________ >Kp-seed mailing list >Kp-seed@mailman.isi.edu >http://mailman.isi.edu/mailman/listinfo/kp-seed From braden@ISI.EDU Tue Jul 1 21:51:09 2003 From: braden@ISI.EDU (Bob Braden) Date: Tue, 1 Jul 2003 13:51:09 -0700 (PDT) Subject: [KP-seed] Some Random Thoughts about KP architecture Message-ID: <200307012051.NAA20776@gra.isi.edu> Some Random Thoughts about the (Network) System Architecture of the KP CONCURRENCY The KP must have a high degree of concurrency. At any one time, the KP can be expected to be processing perhaps many thousands of concurrent requests, or, to use Dave Clark's more general term, actions. These actions will have been initatiated by hundreds or thousands of users and operators (people and programs); perhaps some will have been initiated introspectively by other actions. Although these concurrent actions are individually identifiable, they may be coupled indirectly through caches, at least. The question of whether there are tightly- coupled sets of concurrent actions "is for future study". This concurrency of the KP has consequences. One important set of consequences result from the finiteness of resources in the KP. KP resources include CPY time (especially for cognitive interpreters), memory, and network bandwidth. These resources must be allocated appropriately among the concurrent actions, so there will be a major scheduling problem in the KP infrastructure. There is an interesting side-light to this. Human cognitive functions handle the scheduling problem with the attention mechanism, in which the organism directs its primary processing power to a particular situation or action. Should the KP include some notion of (distributed) attention? DECENTRALIZATION We need to understand the degree and nature of the distribution of the KP functionality. We can imagine three different models (not all equal!) A. Centralization One could imagine one or more centralized reasoning engines -- super-duper computers -- that would execute the cognitive interpreters on rules sets and data that was presented to them. There would need to be more than one of these, for robustness. These cognitive servers would in turn obtain observations from sensors distributed all over the network. The centralized servers would necessarily contain a model of the entire Internet topology in order to reason about the network. The centralized reasoning engine(s) would have to be able to securely separate different actions on behalf of different and perhaps competive or hostile principals. B. Decentralization by Organization However, we cannot imagine any ISP or enterprise actually trusting the computer science of secure separation in a centralized reasoning engine. Many administrative regions of the network are going to want to run their own reasoning engines (think points.) Furthermore, ISPs will probably not allow direct external access to their sensors, providing only aggregated summaries or complete conclusions based upon the private data. C. Distributed by Topology Processing of some actions will require intensive interaction with the sensors, querying for specific data. To avoid loading the network with KP data, it will sometimes be much more efficient to move the cognitive computation close to the sensors. Since many sensors are tied to the network topology, this implies that the reasoning engines should also be distributed by topology. Note that the administrative regions of B. are generally aligned with the topology, so C. is an superset of B. At the extreme, reasoning engines might be distributed widely, incorporated into many thousands of think points distributed across the topology. Bob Braden 1 July 2003 From chrisramming@yahoo.com Tue Jul 1 05:29:52 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Mon, 30 Jun 2003 21:29:52 -0700 (PDT) Subject: [KP-seed] agenda for status call of 7/1 2pm edt Message-ID: <20030701042952.15803.qmail@web41505.mail.yahoo.com> Hi All, Please send context exercise results to the team before the call so that people have a chance to review prior to discussion. I saw that good progress was made; from the early drafts I've seen, it looks as though each team had some new insights and ideas that will be worth digesting. I'm working on some other material concerning next steps to distribute before the meeting as well. Best, Chris ------------------------------------------------------ Tuesday, 7/1/2003, 2pm EDT Conference bridge: 800-771-7760, participant code 620599 0. Review of agenda (all) 1. Review and discussion of context exercises - MANET - HOME/ENTERPRISE - INTERNET 2. Next steps for 7/8 (more detailed slides to follow prior to meeting) - Identify limitations of current methods for achieving context method goals - Parallel architectural team to explore the common elements of solutions to the goals identified in context teams Option 1 o Cognitive Architecture team looking across 3 contexts o Networking architecture team looking across 3 context Option 2 o Continue with current teams to look at architecture implied by context exercises 3. Upcoming meetings, conferences, events of interest (all) 7/13 Draft status updates for seedlings due 7/23 All briefing materials done 7/24 Briefing material sent to DIRO for pre-study 7/30 Discussion with DIRO 8/10 IJCAI-2003 http://www.research.ibm.com/ACworkshop 11/1 CFP deadline for Adaptive Networking special issue (http://www.isi.edu/kp-seed/neural.nets.cfp.pdf) From tgd@cs.orst.edu Tue Jul 1 17:33:00 2003 From: tgd@cs.orst.edu (Thomas G. Dietterich) Date: Tue, 1 Jul 2003 09:33:00 -0700 Subject: [KP-seed] goals, policies, intentions, constraints In-Reply-To: <20030701152005.12965.qmail@web41508.mail.yahoo.com> (chrisramming@yahoo.com) References: <20030701152005.12965.qmail@web41508.mail.yahoo.com> Message-ID: <4518-Tue01Jul2003093300-0700-tgd@cs.orst.edu> I like this summary very much. >> Fundamentally, if the binding of a set of actions to a set of conditions is >> fixed by the designer, we're in the realm of reactive agents. >> If the agent has autonomy to change the binding (by reasoning and/or learning), >> we're in the realm of cognitive agents. A cognitive agent >> agent can also change the sets of conditions (descriptions of states) and >> the sets of actions (acquiring new capabilities). The agent literature often confuses "subsymbolic" versus "symbolic" with "reactive" versus "cognitive". These are totally independent. In reinforcement learning, we often construct "subsymbolic" models of the dynamics of the world (e.g., as probability transition matrices) and of goals (e.g., as real-valued functions of the state). And yet, reinforcement learning agents have autonomy to change the binding of actions to conditions by learning and reasoning. Conversely, many "symbolic" systems simply execute manually-entered plans and cannot change the condition->action binding. The advantage of a "cognitive" approach is that the user can edit the set of goals, and the agent can then automatically figure out (by reasoning) how to achieve those goals. This is the fundamental point of the REQUEST problem: the user should be able to state requests in a very high-level language, and the system should then figure out the low-level details of how to carry out those requests. >>>>> "JCR" == J Christopher Ramming writes: JCR> Folks, JCR> Alex wrote a very thoughtful note on this topic and JCR> I obtained his permission to forward to the list; JCR> please find it below. JCR> Thanks, JCR> Chris From Ritu Chadha Tue Jul 1 18:45:28 2003 From: Ritu Chadha (Ritu Chadha) Date: Tue, 1 Jul 2003 13:45:28 -0400 (EDT) Subject: [KP-seed] MANET subteam slides for discussion today Message-ID: <200307011745.NAA23546@monday.research.telcordia.com> --Clutter_of_Cats_665_000 Content-Type: TEXT/plain; charset=us-ascii Content-MD5: 1B2M2Y8AsgTpgAmY7PhCfg== --Clutter_of_Cats_665_000 Content-Type: APPLICATION/octet-stream; name="MANET 7-1-03.ppt"; x-unix-mode=0664 Content-Transfer-Encoding: BASE64 Content-Description: MANET 7-1-03.ppt Content-MD5: pQ0VUjrM/mmtGJa86993CQ== 0M8R4KGxGuEAAAAAAAAAAAAAAAAAAAAAPgADAP7/CQAGAAAAAAAAAAAAAAAE AAAAUAEAAAAAAAAAEAAAsAEAAAEAAAD+////AAAAAE0BAABOAQAATwEAAHoB AAD///////////////////////////////////////////////////////// //////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////// 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charset=us-ascii Content-Disposition: inline On Mon, Jun 30, 2003 at 12:26:37PM -0400, Van Parunak wrote: > The reconciler triggered my thinking on this point. Truth maintenance in > knowledge bases is well known to be NP-complete, at least for KB's with > non-trivial representation languages. I suspect consistency in KP knowledge > will have this same characteristic, making life extremely difficult for any > process whose mission is maintaining that consistency. Who knew? :-) Actually, it makes perfect sense when you say it, but I'm not used to navigating that space. It boils down to 3-sat, right? > > Many naturally > occurring information systems take just the opposite tack: the minute you > learn something, immediately start to forget it, unless it is reinforced > over time. This approach recognizes that the world is constantly changing, > so trying hard to remember things for a long time is self-defeating. Just so you know, this type of system is also used in networking, though primarily for complexity reduction and safety. Soft-state systems (which is what we call them) forget information that isn't refreshed periodically. The advantages for network systems are that entities leaving a set don't have to say "I'm leaving" they just stop repeating "I'm here." This simplifies the set maintainer who doesn't have to hunt down potentially failed nodes, and the nodes in the set because they do not need a protocol to leave the set. Also, should if the entity maintaining the set fail, it can recover the set members when it is restored by just listening to the "I'm here" messages rather than using other more complex means. I think it's interesting that soft-state seems to affect 2 types of consistency - the distributed systems consistency I'm used to and the internal consistency that seems more prevalent in AI. I know soft-state weakens consistency in the sense that 2 nodes listening to the same "I'm here" messages may hear different subsets (or time out members at different times) and have inconsistent views of the members of the set (compared to each other). You seem to be asserting that if the messages are more complex than "I'm here," maintaining them as soft state reduces the overhead of maintaining internal consistency (their relationship to each other). Neat! Even leaving aside the reconciler issue it's clear that entities in the KP will have to deal with consistency issues across at least 2 axes which may both be simplified by the use of soft-state. It would be intellectually interesting to be able to say something precise about this, though I don't know that it will help funding the proposal directly. --cf0hFtnykp6aONGL Content-Type: application/pgp-signature Content-Disposition: inline -----BEGIN PGP SIGNATURE----- Version: GnuPG v1.2.2 (FreeBSD) iD8DBQE/AckKaUz3f+Zf+XsRAuZlAKCnmjaysU4egjygZAFBKcPwF5HiEgCguy1z y7eKu/Ino0lHZ1aXzSk8QpY= =Dpiq -----END PGP SIGNATURE----- --cf0hFtnykp6aONGL-- From chrisramming@yahoo.com Tue Jul 1 18:47:42 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Tue, 1 Jul 2003 10:47:42 -0700 (PDT) Subject: [KP-seed] slides outlining ideas for this week's activities Message-ID: <20030701174742.20624.qmail@web41510.mail.yahoo.com> --0-1467924433-1057081662=:19914 Content-Type: text/plain; charset=us-ascii Content-Id: Content-Disposition: inline for discussion during the status meeting... --0-1467924433-1057081662=:19914 Content-Type: application/vnd.ms-powerpoint; name="week2-context-exercises.ppt" Content-Transfer-Encoding: base64 Content-Description: week2-context-exercises.ppt Content-Disposition: attachment; filename="week2-context-exercises.ppt" 0M8R4KGxGuEAAAAAAAAAAAAAAAAAAAAAPgADAP7/CQAGAAAAAAAAAAAAAAAB AAAAAQAAAAAAAAAAEAAAGAAAAAEAAAD+////AAAAAAAAAAD///////////// //////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////// 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EADvVQAAAAD1DxwAAAAAAAAAhwwAA8tVAADEagAAAQAAAAkAAAAPAK0DAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA --0-1467924433-1057081662=:19914-- From braden@ISI.EDU Tue Jul 1 18:59:24 2003 From: braden@ISI.EDU (Bob Braden) Date: Tue, 1 Jul 2003 10:59:24 -0700 (PDT) Subject: [KP-seed] test Message-ID: <200307011759.KAA20664@gra.isi.edu> From chrisramming@yahoo.com Tue Jul 1 19:01:32 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Tue, 1 Jul 2003 11:01:32 -0700 (PDT) Subject: [KP-seed] resent [Fwd: agenda for status call of 7/1 2pm edt] Message-ID: <20030701180132.8610.qmail@web41501.mail.yahoo.com> --0-2052607731-1057082492=:8392 Content-Type: text/plain; charset=us-ascii Content-Id: Content-Disposition: inline Not everybody seems to have received the agenda; I'm resending. FYI the conference bridge is the same as last week. Note: forwarded message attached. --0-2052607731-1057082492=:8392 Content-Type: message/rfc822 Received: from [12.234.229.145] by web41505.mail.yahoo.com via HTTP; Mon, 30 Jun 2003 21:29:52 PDT Date: Mon, 30 Jun 2003 21:29:52 -0700 (PDT) From: "J. Christopher Ramming" Reply-To: chrisramming@yahoo.com Subject: agenda for status call of 7/1 2pm edt To: kp-seed@isi.edu MIME-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Length: 866 Hi All, Please send context exercise results to the team before the call so that people have a chance to review prior to discussion. I saw that good progress was made; from the early drafts I've seen, it looks as though each team had some new insights and ideas that will be worth digesting. I'm working on some other material concerning next steps to distribute before the meeting as well. Best, Chris ------------------------------------------------------ Tuesday, 7/1/2003, 2pm EDT Conference bridge: 800-771-7760, participant code 620599 0. Review of agenda (all) 1. Review and discussion of context exercises - MANET - HOME/ENTERPRISE - INTERNET 2. Next steps for 7/8 (more detailed slides to follow prior to meeting) - Identify limitations of current methods for achieving context method goals - Parallel architectural team to explore the common elements of solutions to the goals identified in context teams Option 1 o Cognitive Architecture team looking across 3 contexts o Networking architecture team looking across 3 context Option 2 o Continue with current teams to look at architecture implied by context exercises 3. Upcoming meetings, conferences, events of interest (all) 7/13 Draft status updates for seedlings due 7/23 All briefing materials done 7/24 Briefing material sent to DIRO for pre-study 7/30 Discussion with DIRO 8/10 IJCAI-2003 http://www.research.ibm.com/ACworkshop 11/1 CFP deadline for Adaptive Networking special issue (http://www.isi.edu/kp-seed/neural.nets.cfp.pdf) --0-2052607731-1057082492=:8392-- From eitan@pnphome.com Tue Jul 1 19:54:30 2003 From: eitan@pnphome.com (Eitan M Fenson) Date: Tue, 1 Jul 2003 11:54:30 -0700 Subject: [KP-seed] Testing a hypotheisis In-Reply-To: <9018-Tue01Jul2003114533-0700-tgd@cs.orst.edu> Message-ID: <000401c34002$35203000$1006000a@delft> I also sent out a message with a very small (8K) attachment. As of now, it has not gone through. Ted, it looks like the problem might be in processing attachments. - Eitan -----Original Message----- From: Thomas G. Dietterich [mailto:tgd@cs.orst.edu] Sent: Tuesday, July 01, 2003 11:46 AM To: eitan@pnphome.com Subject: Re: [KP-seed] Testing a hypotheisis I got it in less than a minute. Here are the headers: X-Coding-System: nil Received: from gamma.isi.edu (gamma.isi.edu [128.9.144.145]) by ghost.CS.ORST.EDU (8.12.9/8.12.9) with ESMTP id h61IjGa6015751; Tue, 1 Jul 2003 11:45:16 -0700 (PDT) Received: from gamma.isi.edu (localhost [127.0.0.1]) by gamma.isi.edu (8.11.6p2/8.11.2) with ESMTP id h61Ij6L02647; Tue, 1 Jul 2003 11:45:06 -0700 (PDT) Received: from tnt.isi.edu (tnt.isi.edu [128.9.128.128]) by gamma.isi.edu (8.11.6p2/8.11.2) with ESMTP id h61IhkL01387 for ; Tue, 1 Jul 2003 11:43:46 -0700 (PDT) Received: from mail.pnphome.com ([204.147.180.68]) by tnt.isi.edu (8.11.6p2/8.11.2) with SMTP id h61Ihgr19079 for ; Tue, 1 Jul 2003 11:43:46 -0700 (PDT) Received: (qmail 45647 invoked from network); 1 Jul 2003 18:30:58 -0000 Received: from localhost (HELO delft) (127.0.0.1) From chrisramming@yahoo.com Tue Jul 1 20:05:55 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Tue, 1 Jul 2003 12:05:55 -0700 (PDT) Subject: [KP-seed] re-send of assignment for this week Message-ID: <20030701190555.99730.qmail@web41502.mail.yahoo.com> --0-1067699494-1057086355=:99477 Content-Type: text/plain; charset=us-ascii Content-Id: Content-Disposition: inline [I seem to have been knocked off the call at the end; sorry about that] Please see attached and offer feedback to the group today. Let's stay in the existing teams for this week's exercises. 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AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA --0-1067699494-1057086355=:99477-- From chrisramming@yahoo.com Tue Jul 1 20:07:31 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Tue, 1 Jul 2003 12:07:31 -0700 (PDT) Subject: [KP-seed] Testing a hypothesis, take 2 In-Reply-To: <000001c34001$a39e4770$1006000a@delft> Message-ID: <20030701190731.50650.qmail@web41506.mail.yahoo.com> I just re-sent a message with a 44kb attachment (also quite small), and it'll be curious to see what happens to that... --- Eitan M Fenson wrote: > The message without an attachment went through. Here's another with a > small attachment. > > - Eitan > > Eitan M. Fenson > PnP Networks > 1525 Siesta Drive > Los Altos, CA 94024 > eitan@pnphome.com > 650-964-7210 > cell 650-302-8760 > > ATTACHMENT part 2 application/vnd.ms-powerpoint name=test.ppt From tgd@cs.orst.edu Tue Jul 1 22:31:10 2003 From: tgd@cs.orst.edu (Thomas G. Dietterich) Date: Tue, 1 Jul 2003 14:31:10 -0700 Subject: [tgd@cs.orst.edu: Re: [KP-seed] Some requests] Message-ID: <3260-Tue01Jul2003143110-0700-tgd@cs.orst.edu> ------- Start of forwarded message ------- Date: Tue, 1 Jul 2003 14:24:30 -0700 From: "Thomas G. Dietterich" To: jms@cis.upenn.edu In-reply-to: <5.2.0.9.0.20030630134111.01a19f78@central.cis.upenn.edu> (jms@cis.upenn.edu) Subject: Re: [KP-seed] Some requests Reply-to: tgd@cs.orst.edu >>>>> "JMS" == Jonathan M Smith writes: JMS> One thing I liked about the Remote Agent work cited in the APNet JMS> writings (used on the NASA "Deep Space 1" system) JMS> is it has a VERY clear model for sensors - it treats them JMS> as hidden variables. That allows you to view it as knowledge but JMS> reflects the dynamics and possible "continuous"-ness of the data. JMS> AI folks - does this make sense? JMS> -JMS Which Deep Space 1 paper are you referring to? Usually, the measurements observed by sensors are not hidden (they are the actual data that is available), but the "reality" being sensed is always hidden. So, for example, we may not know the true queue length inside a router at time t, but we know what the sensor reported it to be. Another example: When a user reports that he can't reach yahoo, we must treat that as "user reports that he can't reach yahoo" and NOT "user can't reach yahoo", because the user is an unreliable sensor of the reality. If the raw sensor data goes through some processing steps (e.g., discretization), then even the raw data must be viewed as a hidden variable, because the reasoning system only observes the processed form. ------- End of forwarded message ------- From braden@ISI.EDU Tue Jul 1 22:43:10 2003 From: braden@ISI.EDU (Bob Braden) Date: Tue, 1 Jul 2003 14:43:10 -0700 (PDT) Subject: [KP-seed] Drinking our own poison... Message-ID: <200307012143.OAA20851@gra.isi.edu> *> From kp-seed-admin@ISI.EDU Tue Jul 1 14:11:11 2003 *> From: "Eitan M Fenson" *> To: *> Cc: *> Subject: RE: [KP-seed] Testing a hypotheisis *> *> I also sent out a message with a very small (8K) attachment. As of now, *> it has not gone through. Ted, it looks like the problem might be in *> processing attachments. *> *> - Eitan *> *> Well, no, the email delay seems to have had nothing to do with attachments or with email size. It may (Ted and I suspect) have had something to do with reconfiguration of the spam filters at ISI, probably yesterday morning. I can tell that it just got fixed, because I just got a stream the missing kp-seed messages, going back to yesterday at 10AM. This incident has some interesting implications for the FIXIT application. One thing it points out is the requirement for a dialog with the user, to narrow down the symptom. Suppose you invoked: FIXIT(symptom="All msgs to kp-seed list with attachments are lost/delayed") or FIXIT(symptom="All messages to kp-seed list are lost/delayed") or FIXIT(symptom="Some messages to kp-seed list are lost/delayed") Each of these would naturally lead to a different line of diagnosis, but only one of them is actually correct. The KP has to run some tests of its own and perhaps query the user for more specific information. Also, the TP either has to ask the user to send test messages or send them itself. Another issue is: half a dozen of us, in widely scattered parts of the Internet, might each invoke FIXIT for roughly the same problem (but maybe we preceive slightly different symptoms, as above!) at roughly the same time. In the diagnosis, it might be highly useful to correlate these related requests. The FIXIT requests might rendezvous at a think point (I'm unrepentant!) near to ISI (unless you want to use something like a DHT for rendezvous). In practice, the folks who really diagnose this stuff make heavy use of system logs. This is sensor data that needs to be available in the KP. Bob Braden From tgd@cs.orst.edu Wed Jul 2 01:38:54 2003 From: tgd@cs.orst.edu (Thomas G. Dietterich) Date: Tue, 1 Jul 2003 17:38:54 -0700 Subject: [KP-seed] Drinking our own poison... In-Reply-To: <200307012143.OAA20851@gra.isi.edu> (message from Bob Braden on Tue, 1 Jul 2003 14:43:10 -0700 (PDT)) References: <200307012143.OAA20851@gra.isi.edu> Message-ID: <5211-Tue01Jul2003173854-0700-tgd@cs.orst.edu> >>>>> "BB" == Bob Braden writes: BB> Well, no, the email delay seems to have had nothing to do with BB> attachments or with email size. It may (Ted and I suspect) have had BB> something to do with reconfiguration of the spam filters at ISI, BB> probably yesterday morning. I can tell that it just got fixed, because BB> I just got a stream the missing kp-seed messages, going back to BB> yesterday at 10AM. BB> This incident has some interesting implications for the FIXIT BB> application. One thing it points out is the requirement for a BB> dialog with the user, to narrow down the symptom. BB> Suppose you invoked: BB> FIXIT(symptom="All msgs to kp-seed list with attachments are BB> lost/delayed") BB> or FIXIT(symptom="All messages to kp-seed list are lost/delayed") BB> or FIXIT(symptom="Some messages to kp-seed list are lost/delayed") BB> Each of these would naturally lead to a different line of diagnosis, BB> but only one of them is actually correct. The KP has to run some tests BB> of its own and perhaps query the user for more specific information. BB> Also, the TP either has to ask the user to send test messages or send BB> them itself. This relates to my message of this afternoon. We must treat the user's symptom as a highly noisy version of reality -- maybe not a whole lot more discerning than "I'm not happy, and it has something to do with email". So the diagnostic app will need to refine the problem definition by consulting logs or other sensors and engaging in a dialogue with the user. BB> Another issue is: half a dozen of us, in widely scattered parts of the BB> Internet, might each invoke FIXIT for roughly the same problem (but BB> maybe we preceive slightly different symptoms, as above!) at roughly BB> the same time. In the diagnosis, it might be highly useful to BB> correlate these related requests. The FIXIT requests might rendezvous BB> at a think point (I'm unrepentant!) near to ISI (unless you want to use BB> something like a DHT for rendezvous). This I think is a much more interesting and challenging issue. How do multiple problem reports coalesce at an ISI think point? Suppose 100,000 FIXIT requests are entered between 9 and noon today. How do the 50 corresponding to various ISI-related mailing lists find each other? I thought I was the only person having a problem this morning, and I thought I might be losing other emails in addition to kp-seed. Conveniently, we all got together on a conference call and exchanged mail symptoms! Maybe some kind of distributed hashing *is* appropriate? How practical is it? [is DHT = distributed hash table?] BB> In practice, the folks who really diagnose this stuff make heavy use BB> of system logs. This is sensor data that needs to be available in BB> the KP. --Tom -- Thomas G. Dietterich Voice: 541-737-5559 School of Electrical Engineering FAX: 541-737-3014 and Computer Science URL: http://www.cs.orst.edu/~tgd Dearborn Hall 102, Oregon State University, Corvallis, OR 97331-3102 From jms@cis.upenn.edu Wed Jul 2 02:00:22 2003 From: jms@cis.upenn.edu (Jonathan M. Smith) Date: Tue, 01 Jul 2003 21:00:22 -0400 Subject: [tgd@cs.orst.edu: Re: [KP-seed] Some requests] In-Reply-To: <3260-Tue01Jul2003143110-0700-tgd@cs.orst.edu> Message-ID: <5.2.0.9.0.20030701205905.01a82f28@central.cis.upenn.edu> --=====================_16129442==_ Content-Type: text/plain; charset="us-ascii"; format=flowed Attached is a short paper I wrote on APNets in honor or Roger Needham. Reference [6] is the relevant paper. -JMS At 02:31 PM 7/1/2003 -0700, Thomas G. Dietterich wrote: >------- Start of forwarded message ------- >Date: Tue, 1 Jul 2003 14:24:30 -0700 >From: "Thomas G. Dietterich" >To: jms@cis.upenn.edu >In-reply-to: <5.2.0.9.0.20030630134111.01a19f78@central.cis.upenn.edu> > (jms@cis.upenn.edu) >Subject: Re: [KP-seed] Some requests >Reply-to: tgd@cs.orst.edu > > >>>>> "JMS" == Jonathan M Smith writes: > > JMS> One thing I liked about the Remote Agent work cited in the APNet > JMS> writings (used on the NASA "Deep Space 1" system) > JMS> is it has a VERY clear model for sensors - it treats them > JMS> as hidden variables. That allows you to view it as knowledge but > JMS> reflects the dynamics and possible "continuous"-ness of the data. > JMS> AI folks - does this make sense? > > JMS> > -JMS > >Which Deep Space 1 paper are you referring to? > >Usually, the measurements observed by sensors are not hidden (they are >the actual data that is available), but the "reality" being sensed is >always hidden. So, for example, we may not know the true queue length >inside a router at time t, but we know what the sensor reported it to >be. > >Another example: When a user reports that he can't reach yahoo, we must >treat that as "user reports that he can't reach yahoo" and NOT "user >can't reach yahoo", because the user is an unreliable sensor of the >reality. > >If the raw sensor data goes through some processing steps (e.g., >discretization), then even the raw data must be viewed as a hidden >variable, because the reasoning system only observes the processed form. >------- End of forwarded message ------- > >_______________________________________________ >Kp-seed mailing list >Kp-seed@mailman.isi.edu >http://mailman.isi.edu/mailman/listinfo/kp-seed --=====================_16129442==_ Content-Type: application/msword; name="Needham.doc"; x-mac-type="42494E41"; x-mac-creator="4D535744" Content-Transfer-Encoding: base64 Content-Disposition: attachment; filename="Needham.doc" 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/wYJAgAAAAAAwAAAAAAAAEYYAAAATWljcm9zb2Z0IFdvcmQgRG9jdW1lbnQACgAAAE1TV29yZERv YwAQAAAAV29yZC5Eb2N1bWVudC44APQ5snEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA --=====================_16129442==_ Content-Type: text/plain; charset="us-ascii"; format=flowed --=====================_16129442==_-- From chrisramming@yahoo.com Thu Jul 3 00:04:35 2003 From: chrisramming@yahoo.com (J. Christopher Ramming) Date: Wed, 2 Jul 2003 16:04:35 -0700 (PDT) Subject: more [re-?] statements of the cognitive hypothesis [was Re: [KP-seed] goals, policies, intentions, constraints] In-Reply-To: <4518-Tue01Jul2003093300-0700-tgd@cs.orst.edu> Message-ID: <20030702230435.43740.qmail@web41504.mail.yahoo.com> This discussion leads to more statements of a potential program hypothesis that might be interesting to consider in this week's follow-on context discussions (along with the other hypotheses we began the exercise with). The "Performance" Cognitive Networking Hypothesis: For a chosen class of Requests, any solution that involves a fixed binding from conditions to actions will be inferior to a mapping that is not fixed, but which instead is selected based on experience plus automated learning and reasoning techniques. The "Simplicity" Cognitive Networking Hypothesis: For a chosen class of Requests, any solution that involves a fixed binding from conditions to actions will be much more difficult to design and implement than an equivalently-performing solution that selects its actions based on experience plus automated learning and reasoning techniques. The "No Other Choice" Cognitive Networking Hypothesis: For a chosen class of Requests, we have no idea how to devise a solution that involves a fixed binding from conditions to actions, so instead we need to create a solution that selects its actions based on experience plus automated learning and reasoning techniques. The "Nonstationary Environment" Cognitive Networking Hypothesis: The network, its applications, and their interactions change and evolve at such a pace that no solution to the Request problem involving a fixed binding from conditions to actions could possibly be effective in the long run, so we instead we need to create a solution that selects its actions based on experience plus automated learning and reasoning techniques. Each version seems pose different challenges to answering the Heilmeier questions about how the kind, and the amount, of improvement to expect from a research program. --- "Thomas G. Dietterich" wrote: > I like this summary very much. > > >> Fundamentally, if the binding of a set of actions to a set of conditions is > >> fixed by the designer, we're in the realm of reactive agents. > >> If the agent has autonomy to change the binding (by reasoning and/or > learning), > >> we're in the realm of cognitive agents. A cognitive agent > >> agent can also change the sets of conditions (descriptions of states) and > >> the sets of actions (acquiring new capabilities). > > The agent literature often confuses "subsymbolic" versus "symbolic" with > "reactive" versus "cognitive". These are totally independent. In > reinforcement learning, we often construct "subsymbolic" models of the > dynamics of the world (e.g., as probability transition matrices) and of > goals (e.g., as real-valued functions of the state). And yet, > reinforcement learning agents have autonomy to change the binding of > actions to conditions by learning and reasoning. Conversely, many > "symbolic" systems simply execute manually-entered plans and cannot > change the condition->action binding. > > The advantage of a "cognitive" approach is that the user can edit the > set of goals, and the agent can then automatically figure out (by > reasoning) how to achieve those goals. This is the fundamental point of > the REQUEST problem: the user should be able to state requests in a > very high-level language, and the system should then figure out the > low-level details of how to carry out those requests. > > >>>>> "JCR" == J Christopher Ramming writes: > > JCR> Folks, > JCR> Alex wrote a very thoughtful note on this topic and > JCR> I obtained his permission to forward to the list; > JCR> please find it below. > > JCR> Thanks, > > JCR> Chris > > _______________________________________________ > Kp-seed mailing list > Kp-seed@mailman.isi.edu > http://mailman.isi.edu/mailman/listinfo/kp-seed From ddc@lcs.mit.edu Wed Jul 2 21:27:23 2003 From: ddc@lcs.mit.edu (David Clark) Date: Wed, 2 Jul 2003 16:27:23 -0400 Subject: OS migration: was: Re: [KP-seed] Some requests In-Reply-To: <20030630164837.GF96702@pun.isi.edu> References: <3EFB29C0.10001@iet.com> <20030627165046.GE78199@pun.isi.edu> <5.2.0.9.2.20030630114903.0249fb48@204.106.28.96> <20030630164837.GF96702@pun.isi.edu> Message-ID: OS function and migration. I think that function ends up "inside" the OS for two reasons. The first is that if a bunch of applications seem to need the same function, why not do it once in the OS instead of again and again in the app? And it may work faster as well, so this is convenience and performance. The other reason that the OS has some feature is that it establishes the approach that links the apps together. A file system exists both because lots of apps use it and because it is way to pass data between apps. If apps don't need to communicate--if they have nothing in common, like (say) Doom and Quicken, then it does not do much good for the OS to provide means for inter-app communication/coordination/sharing. But if apps are commonly tied together to make larger units of function, then the tools in the OS define how this happens, and this is a critical design aspect of the OS. What I have been arguing is that in the KP, different (K-apps/requests/tasks/etc.) will have a _lot_ to do with each other. They will be built out of common bits of knowledge, etc. So the aspect of the KP that defines the means that bits get tied together is critical. And we don't know what it should look like yet. I also assume that there will be common services, that lots of tasks end up needing so we build them once. But I don't think we know enough yet to say what these are. So when we talk about the analogy between the OS and the KP (a discussion that has confused folks in the past) we are _not_ saying that the KP itself needs the functions that a traditional centralized OS provides, but we are suggesting that it may prove useful to build commonly needed functions/services/building-block into the KP, so that lots of tasks can use them, and we are saying that the KP needs to define a set of conventions for the "things" that tyasks in the KP want to share, coordinate, etc. And we don't know what these needs are, so we don't yet know what the conventions might look like. Dave From sven.brueckner@altarum.org Thu Jul 3 12:57:09 2003 From: sven.brueckner@altarum.org (Dr. Sven A. Brueckner) Date: Thu, 03 Jul 2003 07:57:09 -0400 Subject: [KP-seed] goals, policies, intentions, constraints References: <20030701152005.12965.qmail@web41508.mail.yahoo.com> <4518-Tue01Jul2003093300-0700-tgd@cs.orst.edu> Message-ID: <3F041A15.9020105@altarum.org> --------------070909010003080202030002 Content-Type: text/plain; charset=us-ascii; format=flowed Content-Transfer-Encoding: 7bit I agree with Thomas' discussion of "subsymbolic/symbolic" vs. "reactive/cognitive", but I'd like to widen the "advantage of the cognitive approach" statement. I think it is important to distinct between what we as humans find easy to deal with (cognitive constructs such as goals, intentions, etc) and what the agent or agent system uses as its internal representation and reasoning. So, while it is very advantageous to provide means to interact with an agent or agent system at the level of cognitive constructs, it is by far not necessary that these constructs are internally represented in the agent execution. This is especially true as we deal with cognitive systems (such as swarms) whose components are individually not capable of cognition, but which as a collective achieve all attributes of cognition (perception, learning, goal-orientation, etc). Of course, the current challenge is to find methods for automated translation between humans' cognitive constructs and, for instance, inputs and outputs of a swarm of reactive agents, but we have been developing first concepts and demonstrations in the DARPA IPTO seedling study NA3TIVE. Sven. Thomas G. Dietterich wrote: >I like this summary very much. > > >> Fundamentally, if the binding of a set of actions to a set of conditions is > >> fixed by the designer, we're in the realm of reactive