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finite mdp

3 papers

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Co-occurring keywords · papers mentioning both

markov decision process (2) episodic reinforcement learning (1) near-optimal policy (1) state similarity (1) mutual reinforcement (1) nonlinear optimization (1) linear convergence (1) optimal value (1) action similarity (1) policy iteration (1)

Papers

On the Linear Convergence of Policy Gradient Methods for Finite MDPs AISTATS 2021 Measuring Structural Similarities in Finite MDPs IJCAI 2019 Only H is left: Near-tight Episodic PAC RL NeurIPS 2016