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safe reinforcement learning

147 papers

SAFERL SRL SAFE RL

Papers

Safe Reinforcement Learning with Linear Function Approximation ICML 2021 Safe Reinforcement Learning with Natural Language Constraints NeurIPS 2021 First Order Constrained Optimization in Policy Space NeurIPS 2020 Responsive Safety in Reinforcement Learning by PID Lagrangian Methods ICML 2020 Safe Reinforcement Learning in Constrained Markov Decision Processes ICML 2020 Safe Reinforcement Learning via Curriculum Induction NeurIPS 2020 Security Analysis of Safe and Seldonian Reinforcement Learning Algorithms NeurIPS 2020 Budgeted Reinforcement Learning in Continuous State Space NeurIPS 2019 Convergent Policy Optimization for Safe Reinforcement Learning NeurIPS 2019 End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks AAAI 2019 Reinforcement Learning with Convex Constraints NeurIPS 2019 Reward Constrained Policy Optimization ICLR 2019 Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019 Safe Policy Improvement with Baseline Bootstrapping in Factored Environments AAAI 2019 A Lyapunov-based Approach to Safe Reinforcement Learning NeurIPS 2018 Constrained Cross-Entropy Method for Safe Reinforcement Learning NeurIPS 2018 Leave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning ICLR 2018 Adaptive Batch Size for Safe Policy Gradients NeurIPS 2017 Safe Model-based Reinforcement Learning with Stability Guarantees NeurIPS 2017 A Comprehensive Survey on Safe Reinforcement Learning JMLR 2015 Projected Natural Actor-Critic NeurIPS 2013 Lyapunov Design for Safe Reinforcement Learning JMLR 2002