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ATAL
2006
Springer
15 years 2 months ago
Multiply-constrained distributed constraint optimization
Distributed constraint optimization (DCOP) has emerged as a useful technique for multiagent coordination. While previous DCOP work focuses on optimizing a single team objective, i...
Emma Bowring, Milind Tambe, Makoto Yokoo
ATAL
2006
Springer
15 years 2 months ago
Resource allocation among agents with preferences induced by factored MDPs
Distributing scarce resources among agents in a way that maximizes the social welfare of the group is a computationally hard problem when the value of a resource bundle is not lin...
Dmitri A. Dolgov, Edmund H. Durfee
ATAL
2006
Springer
15 years 2 months ago
RPD-enabled agents teaming with humans for multi-context decision making
Team decision making under stress involving multiple contexts is an extremely challenging issue faced by various real world application domains. This research is targeted at coupl...
Xiaocong Fan, Bingjun Sun, Shuang Sun, Michael D. ...
AAAI
1997
15 years 1 days ago
Deep Blue is Still an Infant
Webelieve that by the time of the workshopDeep Blue will havelost another matchto Garry Kasparov, showinglittle improvementover the previous one. But even if it is indeed a "...
Robert Levinson, Jeff Wilkinson
ATAL
2010
Springer
14 years 11 months ago
Using counterfactual regret minimization to create competitive multiplayer poker agents
Games are used to evaluate and advance Multiagent and Artificial Intelligence techniques. Most of these games are deterministic with perfect information (e.g. Chess and Checkers)....
Nicholas Abou Risk, Duane Szafron