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ATAL
2003
Springer
13 years 11 months ago
Optimizing information exchange in cooperative multi-agent systems
Decentralized control of a cooperative multi-agent system is the problem faced by multiple decision-makers that share a common set of objectives. The decision-makers may be robots...
Claudia V. Goldman, Shlomo Zilberstein
ATAL
2004
Springer
13 years 11 months ago
Communication for Improving Policy Computation in Distributed POMDPs
Distributed Partially Observable Markov Decision Problems (POMDPs) are emerging as a popular approach for modeling multiagent teamwork where a group of agents work together to joi...
Ranjit Nair, Milind Tambe, Maayan Roth, Makoto Yok...
CRW
1998
Springer
332views Robotics» more  CRW 1998»
13 years 10 months ago
Communication in Domains with Unreliable, Single-Channel, Low-Bandwidth Communication
In most multiagent systems with communicating agents, the agents have the luxury of using reliable, multi-step negotiation protocols. They can do so primarily when communication i...
Peter Stone, Manuela M. Veloso
IPPS
2006
IEEE
13 years 11 months ago
Plan-based replication for fault-tolerant multi-agent systems
The growing importance of multi-agent applications and the need for a higher quality of service in these systems justify the increasing interest in fault-tolerant multi-agent syst...
Alessandro de Luna Almeida, Samir Aknine, Jean-Pie...
AI
2006
Springer
13 years 9 months ago
Partial Local FriendQ Multiagent Learning: Application to Team Automobile Coordination Problem
Real world multiagent coordination problems are important issues for reinforcement learning techniques. In general, these problems are partially observable and this characteristic ...
Julien Laumonier, Brahim Chaib-draa