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115
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NIPS
2007
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Information Technology
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NIPS 2007
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Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
15 years 4 months ago
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We present an algorithm called Optimistic Linear Programming (OLP) for learning to optimize average reward in an irreducible but otherwise unknown Markov decision process (MDP). O...
Ambuj Tewari, Peter L. Bartlett
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