conftrace_

safe reinforcement learning

120 papers

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Also known as

SAFERL SRL SAFE RL

Co-occurring keywords

policy optimization (657) constraint satisfaction (294) safety constraint (69) constrained markov decision process (56) markov decision process (790) constrained optimization (281) policy learning (702) offline reinforcement learning (492) policy gradient (520) reinforcement learning (4352)

Papers

Adversarial Behavior Exclusion for Safe Reinforcement Learning IJCAI 2023
On Adaptivity and Safety in Sequential Decision Making IJCAI 2023
AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems AAAI 2023
Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023
Safe Reinforcement Learning via Shielding under Partial Observability AAAI 2023
SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023
Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks AAAI 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems ACL 2023
Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning NIPS 2023
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark NIPS 2023
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints NIPS 2023
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NIPS 2023
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents NIPS 2023
Provably Safe Reinforcement Learning with Step-wise Violation Constraints NIPS 2023
Iterative Reachability Estimation for Safe Reinforcement Learning NIPS 2023
Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints AAAI 2023
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities NIPS 2023
Multi-Agent First Order Constrained Optimization in Policy Space NIPS 2023
Safe Reinforcement Learning via Probabilistic Logic Shields IJCAI 2023
State-wise Safe Reinforcement Learning: A Survey IJCAI 2023
Towards Safe Reinforcement Learning with a Safety Editor Policy NIPS 2022
Constrained Update Projection Approach to Safe Policy Optimization NIPS 2022
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP NIPS 2022
Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm NIPS 2022
Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022