safe policy improvement

Decision-Point Guided Safe Policy Improvement AISTATS 2025 Model-Based Offline Reinforcement Learning with Local Misspecification AAAI 2023 More for Less: Safe Policy Improvement with Stronger Performance Guarantees IJCAI 2023 Safe Policy Improvement for POMDPs via Finite-State Controllers AAAI 2023 Scalable Safe Policy Improvement via Monte Carlo Tree Search ICML 2023 [CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL 2022 Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs NeurIPS 2021 Safe Policy Iteration: A Monotonically Improving Approximate Policy Iteration Approach JMLR 2021 Constrained Markov Decision Processes via Backward Value Functions ICML 2020 Towards Safe Policy Improvement for Non-Stationary MDPs NeurIPS 2020 Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019 Safe Policy Improvement with Baseline Bootstrapping ICML 2019 Safe Policy Improvement with Baseline Bootstrapping in Factored Environments AAAI 2019 Structure Learning for Safe Policy Improvement IJCAI 2019 Adaptive Batch Size for Safe Policy Gradients NeurIPS 2017 Safe Policy Improvement by Minimizing Robust Baseline Regret NeurIPS 2016