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» Learning Action Selection Network of Intelligent Agent
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ML
1998
ACM
220views Machine Learning» more  ML 1998»
13 years 7 months ago
Learning to Improve Coordinated Actions in Cooperative Distributed Problem-Solving Environments
Abstract. Coordination is an essential technique in cooperative, distributed multiagent systems. However, sophisticated coordination strategies are not always cost-effective in all...
Toshiharu Sugawara, Victor R. Lesser
ATAL
2005
Springer
14 years 29 days ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
FLAIRS
2003
13 years 8 months ago
An Action Selection Architecture for an Emotional Agent
An architecture for action selection is presented linking emotion, cognition and behavior. It defines the information and emotion processes of an agent. The architecture has been...
Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Ri...
ATAL
2010
Springer
13 years 2 months ago
Self-organisation in an agent network via learning
Dayong Ye, Minjie Zhang, Danny Sutanto