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05/09/2012
Exploring compact reinforcement-learning representations with linear regression
This paper presents a new algorithm for online linear regression whose e...
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04/21/2009
Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs - Extended Version
In this paper we propose an algorithm for polynomial-time reinforcement ...
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12/10/2002
