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» Relational Reinforcement Learning
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159
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NIPS
2007
15 years 5 months ago
Bayes-Adaptive POMDPs
Bayesian Reinforcement Learning has generated substantial interest recently, as it provides an elegant solution to the exploration-exploitation trade-off in reinforcement learning...
Stéphane Ross, Brahim Chaib-draa, Joelle Pi...
140
Voted
ICCBR
2001
Springer
15 years 8 months ago
Meta-case-Based Reasoning: Using Functional Models to Adapt Case-Based Agents
It is useful for an intelligent software agent to be able to adapt to new demands from an environment. Such adaptation can be viewed as a redesign problem; an agent has some origin...
J. William Murdock, Ashok K. Goel
149
Voted
ML
1998
ACM
148views Machine Learning» more  ML 1998»
15 years 3 months ago
Colearning in Differential Games
Game playing has been a popular problem area for research in artificial intelligence and machine learning for many years. In almost every study of game playing and machine learnin...
John W. Sheppard
97
Voted
ALT
1998
Springer
15 years 7 months ago
LIME: A System for Learning Relations
Eric McCreath, Arun Sharma