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optimal value

4 papers

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Co-occurring keywords

optimal value function (5) action similarity (2) value function (295) reinforcement learning (4352) stochastic approximation (101) lipschitz continuity (45) bisimulation metric (10) finite mdp (3) stochastic environment (30) state similarity (6)

Papers

Lookahead-Bounded Q-learning ICML 2020
Measuring Structural Similarities in Finite MDPs IJCAI 2019
rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions NIPS 2018
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008