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» Planning Partially for Situated Agents
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IAT
2007
IEEE
14 years 3 months ago
CompAPO: A Complete Version of the APO Algorithm
Asynchronous Partial Overlay (APO) is a search algorithm that uses cooperative mediation to solve Distributed Constraint Satisfaction Problems (DisCSPs). The algorithm partitions ...
Tal Grinshpoun, Amnon Meisels
JAIR
2000
152views more  JAIR 2000»
13 years 9 months ago
Value-Function Approximations for Partially Observable Markov Decision Processes
Partially observable Markov decision processes (POMDPs) provide an elegant mathematical framework for modeling complex decision and planning problems in stochastic domains in whic...
Milos Hauskrecht
ISORC
2007
IEEE
14 years 3 months ago
An Approach to Automated Agent Deployment in Service-Based Systems
In service-based systems, services from various providers can be integrated following specific workflows to achieve users’ goals. These workflows are often executed and coordina...
Stephen S. Yau, Luping Zhu, Dazhi Huang, Haishan G...
AAAI
2008
13 years 11 months ago
Perpetual Learning for Non-Cooperative Multiple Agents
This paper examines, by argument, the dynamics of sequences of behavioural choices made, when non-cooperative restricted-memory agents learn in partially observable stochastic gam...
Luke Dickens
GECCO
2003
Springer
14 years 2 months ago
On Role of Implicit Interaction and Explicit Communications in Emergence of Social Behavior in Continuous Predators-Prey Pursuit
We present the result of our work on use of genetic programming for evolving social behavior of agents situated in inherently cooperative environment. We use predators-prey pursuit...
Ivan Tanev, Katsunori Shimohara