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» Efficient Reinforcement Learning
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74
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ICML
2000
IEEE
16 years 4 months ago
Achieving Efficient and Cognitively Plausible Learning in Backgammon
Scott Sanner, John R. Anderson, Christian Lebiere,...
150
Voted
CEC
2008
IEEE
15 years 5 months ago
Learning benefits evolution if sex gives pleasure
Abstract-- In this paper we investigate the effects of individual learning on an evolving population of situated agents. We work with a novel type of system where agents can decide...
Robert Griffioen, Selmar K. Smit, A. E. Eiben
CORR
2000
Springer
92views Education» more  CORR 2000»
15 years 3 months ago
Predicting the expected behavior of agents that learn about agents: the CLRI framework
We describe a framework and equations used to model and predict the behavior of multi-agent systems (MASs) with learning agents. A difference equation is used for calculating the ...
José M. Vidal, Edmund H. Durfee
119
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RAS
2010
131views more  RAS 2010»
15 years 2 months ago
Probabilistic Policy Reuse for inter-task transfer learning
Policy Reuse is a reinforcement learning technique that efficiently learns a new policy by using past similar learned policies. The Policy Reuse learner improves its exploration b...
Fernando Fernández, Javier García, M...
91
Voted
JISE
2007
71views more  JISE 2007»
15 years 3 months ago
Effective Learning Model and Activate Learning Algorithm for Improving Learning Efficiency
Shih-Jung Peng, Pi-Feng Liang, Deng-Jyi Chen