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fitted value iteration

8 papers

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FVI

Co-occurring keywords · papers mentioning both

markov decision process (3) bellman residual (2) function approximation (2) temporal difference learning (2) reinforcement learning (2) continuous state space (1) ecols algorithm (1) second-order optimization (1) robust markov decision processes (1) state aggregation (1)

Papers

Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces AISTATS 2023 Stateful Offline Contextual Policy Evaluation and Learning AISTATS 2022 Understanding and Leveraging Overparameterization in Recursive Value Estimation ICLR 2022 Value Iteration in Continuous Actions, States and Time ICML 2021 Approximate Value Iteration with Temporally Extended Actions (Extended Abstract) IJCAI 2017 RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NeurIPS 2014 Convergent Fitted Value Iteration with Linear Function Approximation NeurIPS 2011 Finite-Time Bounds for Fitted Value Iteration JMLR 2008