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» Learning by demonstration in repeated stochastic games
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CORR
2010
Springer
232views Education» more  CORR 2010»
13 years 5 months ago
MiBoard: Multiplayer Interactive Board Game
Serious games have recently emerged as an avenue for curriculum delivery. Serious games incorporate motivation and entertainment while providing pointed curriculum for the user. Th...
Kyle B. Dempsey, Justin F. Brunelle, G. Tanner Jac...
IJCAI
2007
13 years 7 months ago
Utile Distinctions for Relational Reinforcement Learning
We introduce an approach to autonomously creating state space abstractions for an online reinforcement learning agent using a relational representation. Our approach uses a tree-b...
William Dabney, Amy McGovern
JACM
2006
93views more  JACM 2006»
13 years 5 months ago
Combining expert advice in reactive environments
"Experts algorithms" constitute a methodology for choosing actions repeatedly, when the rewards depend both on the choice of action and on the unknown current state of t...
Daniela Pucci de Farias, Nimrod Megiddo
AAAI
2004
13 years 7 months ago
Learning and Applying Competitive Strategies
Learning reusable sequences can support the development of expertise in many domains, either by improving decisionmaking quality or decreasing execution speed. This paper introduc...
Esther Lock, Susan L. Epstein
SDM
2011
SIAM
232views Data Mining» more  SDM 2011»
12 years 8 months ago
A Sequential Dual Method for Structural SVMs
In many real world prediction problems the output is a structured object like a sequence or a tree or a graph. Such problems range from natural language processing to computationa...
Shirish Krishnaj Shevade, Balamurugan P., S. Sunda...