safe reinforcement learning

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning NeurIPS 2022 Exploring Safer Behaviors for Deep Reinforcement Learning AAAI 2022 Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm NeurIPS 2022 Path-Specific Objectives for Safer Agent Incentives AAAI 2022 Penalized Proximal Policy Optimization for Safe Reinforcement Learning IJCAI 2022 Safe Reinforcement Learning with Chance-constrained Model Predictive Control L4DC 2022 Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation ICML 2022 Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk IJCAI 2022 Towards Safe Reinforcement Learning with a Safety Editor Policy NeurIPS 2022 Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies ICML 2021 CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee ICML 2021 Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021 Inverse Constrained Reinforcement Learning ICML 2021 Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations NeurIPS 2021 Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs AAAI 2021 Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention CoRL 2021 LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative Tasks CoRL 2021 Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes IJCAI 2021 Model-free Safe Control for Zero-Violation Reinforcement Learning CoRL 2021 Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021 Provably Efficient Safe Exploration via Primal-Dual Policy Optimization AISTATS 2021 Safe Reinforcement Learning by Imagining the Near Future NeurIPS 2021 Safe Reinforcement Learning Using Advantage-Based Intervention ICML 2021 Safe Reinforcement Learning Using Robust Action Governor L4DC 2021 Safe Reinforcement Learning via Statistical Model Predictive Shielding RSS 2021