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ESAW
2004
Springer
14 years 28 days ago
Welfare Engineering in Practice: On the Variety of Multiagent Resource Allocation Problems
Abstract. Many problems studied in the multiagent systems community can be considered instances of an abstract multiagent resource allocation problem. In this problem, which is now...
Yann Chevaleyre, Ulrich Endriss, Sylvia Estivie, N...
AAMAS
2010
Springer
13 years 7 months ago
Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs
POMDPs and their decentralized multiagent counterparts, DEC-POMDPs, offer a rich framework for sequential decision making under uncertainty. Their computational complexity, howeve...
Christopher Amato, Daniel S. Bernstein, Shlomo Zil...
ECAI
2004
Springer
14 years 28 days ago
Game-Theoretic Agent Programming in Golog
We present the agent programming language GTGolog, which integrates explicit agent programming in Golog with gametheoretic multi-agent planning in Markov games. It is a generalizat...
Alberto Finzi, Thomas Lukasiewicz
ATAL
2010
Springer
13 years 8 months ago
Success, strategy and skill: an experimental study
In many AI settings an agent is comprised of both actionplanning and action-execution components. We examine the relationship between the precision of the execution component, the...
Christopher Archibald, Alon Altman, Yoav Shoham
JAIR
2010
165views more  JAIR 2010»
13 years 6 months ago
A Model-Based Active Testing Approach to Sequential Diagnosis
Model-based diagnostic reasoning often leads to a large number of diagnostic hypotheses. The set of diagnoses can be reduced by taking into account extra observations (passive mon...
Alexander Feldman, Gregory M. Provan, Arjan J. C. ...