615 search results - page 29 / 123 » A social reinforcement learning agent |
180
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NIPS
2001
15 years 7 months ago
2001
We consider the problem of learning to attain multiple goals in a dynamic environment, which is initially unknown. In addition, the environment may contain arbitrarily varying ele...
234
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ADVCS
2011
14 years 6 months ago
2011
Two distinct learning mechanisms are considered for a population of agents who engage in decentralized search for the common optimum. An agent may choose to learn via innovation (...
182
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ATAL
2008
Springer
15 years 8 months ago
2008
Springer
Decentralized Markov decision processes are frequently used to model cooperative multi-agent systems. In this paper, we identify a subclass of general DEC-MDPs that features regul...