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Co-occurring keywords · papers mentioning both

reinforcement learning (13) markov decision process (12) sample complexity (6) value function (5) policy optimization (5) average reward (4) dynamic programming (3) value iteration (3) convergence rate (3) markov decision processes (3)

Papers

Improved and Generalized Upper Bounds on the Complexity of Policy Iteration NeurIPS 2013 On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes NeurIPS 2012 Basis Construction from Power Series Expansions of Value Functions NeurIPS 2010 Biasing Approximate Dynamic Programming with a Lower Discount Factor NeurIPS 2008 Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning NeurIPS 2006 Learning Rates for Q-learning JMLR 2003