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

Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis AAAI 2024
Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning JMLR 2024
Flipping-based Policy for Chance-Constrained Markov Decision Processes NIPS 2024
ConstrainedZero: Chance-Constrained POMDP Planning Using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints IJCAI 2024
Generalized constraint for probabilistic safe reinforcement learning L4DC 2024
Sim-to-Lab-to-Real: Safe Reinforcement Learning with Shielding and Generalization Guarantees (Abstract Reprint) AAAI 2024
Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems NIPS 2024
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration AAAI 2024
Long-Term Safe Reinforcement Learning with Binary Feedback AAAI 2024
Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement Learning AAAI 2024
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage NIPS 2024
Pure-Past Action Masking AAAI 2024
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research JMLR 2024
Simplifying Constraint Inference with Inverse Reinforcement Learning NIPS 2024
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning NIPS 2024
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning NIPS 2024
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning NIPS 2024
Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023
Safe Offline Reinforcement Learning with Real-Time Budget Constraints ICML 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
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
Provable Safe Reinforcement Learning with Binary Feedback AISTATS 2023
Safe Reinforcement Learning via Shielding under Partial Observability AAAI 2023