1235 search results - page 134 / 247 » Reinforcement learning in a nutshell |
92
Voted
ICMLA
2010
14 years 8 months ago
2010
Abstract--In the Relational Reinforcement learning framework, we propose an algorithm that learns an action model allowing to predict the resulting state of each action in any give...
93
Voted
ATAL
2009
Springer
15 years 5 months ago
2009
Springer
We consider the setting of multiple collaborative agents trying to complete a set of tasks as assigned by a centralized controller. We propose a scalable method called“Assignmen...
115
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ACMICEC
2008
ACM
15 years 21 days ago
2008
ACM
Conventional conversational recommender systems support interaction strategies that are hard-coded into the system in advance. In this context, Reinforcement Learning techniques h...
108
Voted
NIPS
2007
15 years 9 days ago
2007
Bayesian Reinforcement Learning has generated substantial interest recently, as it provides an elegant solution to the exploration-exploitation trade-off in reinforcement learning...
104
Voted
ML
1998
ACM
14 years 10 months ago
1998
ACM
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...