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ICCBR
2007
Springer
14 years 2 months ago
An Analysis of Case-Based Value Function Approximation by Approximating State Transition Graphs
We identify two fundamental points of utilizing CBR for an adaptive agent that tries to learn on the basis of trial and error without a model of its environment. The first link co...
Thomas Gabel, Martin Riedmiller
FAABS
2004
Springer
14 years 1 months ago
Towards Timed Automata and Multi-agent Systems
Abstract. The design of reactive systems must comply with logical correctness (the system does what it is supposed to do) and timeliness (the system has to satisfy a set of tempora...
Guillaume Hutzler, Hanna Klaudel, D. Yue Wang
ATAL
2003
Springer
14 years 1 months ago
Minimizing communication cost in a distributed Bayesian network using a decentralized MDP
In complex distributed applications, a problem is often decomposed into a set of subproblems that are distributed to multiple agents. We formulate this class of problems with a tw...
Jiaying Shen, Victor R. Lesser, Norman Carver
ATAL
2001
Springer
14 years 10 days ago
Commitment Machines
We develop an approach in which we model communication protocols via commitment machines. Commitment machines supply a content to protocol states and actions in terms of the social...
Pinar Yolum, Munindar P. Singh
AAAI
2008
13 years 10 months ago
The Swarm Application Framework
The Swarm Application Framework (SAF) is a tool that makes the development of swarm applications more intuitive. Traditionally, swarm applications are created by programming sever...
Don Miner, Marie desJardins, Peter Hamilton