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IAT
2005
IEEE
14 years 1 months ago
Analyzing Myopic Approaches for Multi-Agent Communication
Choosing when to communicate is a fundamental problem in multi-agent systems. This problem becomes particularly hard when communication is constrained and each agent has different...
Raphen Becker, Victor R. Lesser, Shlomo Zilberstei...
SEKE
2005
Springer
14 years 28 days ago
Formal Reasoning about Emergent Behaviours of Multi-Agent Systems
Abstract. Emergent behaviour (EB) is a common phenomenon in multi-agent systems (MAS) where autonomous agents perform certain actions with only limited access to local information ...
Hong Zhu
ATAL
2004
Springer
14 years 26 days ago
Graphical Models in Local, Asymmetric Multi-Agent Markov Decision Processes
In multi-agent MDPs, it is generally necessary to consider the joint state space of all agents, making the size of the problem and the solution exponential in the number of agents...
Dmitri A. Dolgov, Edmund H. Durfee
MAAMAW
1994
Springer
13 years 11 months ago
A Multi-Agent Approach to Dynamic, Adaptive Scheduling of Material Flow
Advanced manufacturing control still remains an important topic in current research. Especially aspects of dynamics and of failures in the production process are insufficiently ta...
Stefan Bussmann
ICML
1994
IEEE
13 years 11 months ago
Markov Games as a Framework for Multi-Agent Reinforcement Learning
In the Markov decision process (MDP) formalization of reinforcement learning, a single adaptive agent interacts with an environment defined by a probabilistic transition function....
Michael L. Littman