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46
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IJCAI
2001
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Artificial Intelligence
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IJCAI 2001
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R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning
14 years 28 days ago
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jmlr.csail.mit.edu
R-max is a very simple model-based reinforcement learning algorithm which can attain near-optimal average reward in polynomial time. In R-max, the agent always maintains a complet...
Ronen I. Brafman, Moshe Tennenholtz
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