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markov decision processes

33 papers

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Also known as

MDP

Co-occurring keywords · papers mentioning both

markov decision process (24) reinforcement learning (17) regret bound (7) value iteration (6) policy optimization (6) average reward (4) sequential decision making (4) online learning (4) regret minimization (3) discount factor (3)

Papers

Help or Hinder: Bayesian Models of Social Goal Inference NeurIPS 2009 Biasing Approximate Dynamic Programming with a Lower Discount Factor NeurIPS 2008 MDPs with Non-Deterministic Policies NeurIPS 2008 Near-optimal Regret Bounds for Reinforcement Learning NeurIPS 2008 Online Linear Regression and Its Application to Model-Based Reinforcement Learning NeurIPS 2007 Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs NeurIPS 2007 Linearly-solvable Markov decision problems NeurIPS 2006 The Robustness-Performance Tradeoff in Markov Decision Processes NeurIPS 2006