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    IJCAI
    2003
    185views Artificial Intelligence» more  IJCAI 2003»
    Continuous nonlinear dimensionality reduction by kernel Eigenmaps
    13 years 6 months ago
    Continuous nonlinear dimensionality reduction by kernel Eigenmaps
    Download  dli.iiit.ac.in
    We equate nonlinear dimensionality reduction (NLDR) to graph embedding with side information about the vertices, and derive a solution to either problem in the form of a kernel-ba...
    Matthew Brand
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    IJCAI
    2003
    101views Artificial Intelligence» more  IJCAI 2003»
    A New Look at the Semantics and Optimization Methods of CP-Networks
    13 years 6 months ago
    A New Look at the Semantics and Optimization Methods of CP-Networks
    Download  dli.iiit.ac.in
    Preference elicitation is a serious bottleneck in many decision support applications and agent specification tasks. CP-nets were designed to make the preference elicitation proces...
    Ronen I. Brafman, Yannis Dimopoulos
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    IJCAI
    2003
    118views Artificial Intelligence» more  IJCAI 2003»
    Simultaneous Adversarial Multi-Robot Learning
    13 years 6 months ago
    Simultaneous Adversarial Multi-Robot Learning
    Download  www.cs.cmu.edu
    Multi-robot learning faces all of the challenges of robot learning with all of the challenges of multiagent learning. There has been a great deal of recent research on multiagent ...
    Michael H. Bowling, Manuela M. Veloso
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    IJCAI
    2003
    104views Artificial Intelligence» more  IJCAI 2003»
    A Formalization of Equilibria for Multiagent Planning
    13 years 6 months ago
    A Formalization of Equilibria for Multiagent Planning
    Download  www.cs.cmu.edu
    Planning has traditionally focused on single agent systems. Although planning domain languages have been extended to multiagent domains, solution concepts have not. Previous solut...
    Michael H. Bowling, Rune M. Jensen, Manuela M. Vel...
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    IJCAI
    2003
    85views Artificial Intelligence» more  IJCAI 2003»
    Splitting the atom: A new approach to Neighbourhood Interchangeability in Constraint Satisfaction Problems
    13 years 6 months ago
    Splitting the atom: A new approach to Neighbourhood Interchangeability in Constraint Satisfaction Problems
    Download  www.comp.nus.edu.sg
    We investigate interchangeability of values in CSPs, based on an approach where a single value in the domain of a variable can be treated as a combination of “sub-values”. An ...
    James Bowen, Chavalit Likitvivatanavong
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    IJCAI
    2003
    133views Artificial Intelligence» more  IJCAI 2003»
    Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems
    13 years 6 months ago
    Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems
    Download  wewalsh.com
    Resource allocation is a key problem in autonomic computing. In this paper we use a data center scenario to motivate the need for decentralization and cooperative negotiation, and...
    Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart,...
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    IJCAI
    2003
    116views Artificial Intelligence» more  IJCAI 2003»
    On the Foundations of Expected Expected Utility
    13 years 6 months ago
    On the Foundations of Expected Expected Utility
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    Intelligent agents often need to assess user utility functions in order to make decisions on their behalf, or predict their behavior. When uncertainty exists over the precise natu...
    Craig Boutilier
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    IJCAI
    2003
    109views Artificial Intelligence» more  IJCAI 2003»
    Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback
    13 years 6 months ago
    Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback
    Download  ftp.cs.ucla.edu
    Blai Bonet, Hector Geffner
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    IJCAI
    2003
    144views Artificial Intelligence» more  IJCAI 2003»
    On the Undecidability of Description and Dynamic Logics with Recursion and Counting
    13 years 6 months ago
    On the Undecidability of Description and Dynamic Logics with Recursion and Counting
    Download  dli.iiit.ac.in
    The evolution of Description Logics (DLs) and Propositional Dynamic Logics produced a hierar­ chy of decidable logics with multiple maximal el­ ements. It would be desirable to ...
    Piero A. Bonatti
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    IJCAI
    2003
    168views Artificial Intelligence» more  IJCAI 2003»
    A Logic For Causal Reasoning
    13 years 6 months ago
    A Logic For Causal Reasoning
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    We introduce a logical formalism of irreflexivc causal production relations that possesses both a standard monotonic semantics, and a natural nonmonotonic semantics. The formalism...
    Alexander Bochman
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