conftrace_

safety constraint

69 papers

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Co-occurring keywords

safe reinforcement learning (120) policy optimization (657) constraint satisfaction (294) safe exploration (47) regret bound (1926) markov decision process (790) reinforcement learning (4352) constrained markov decision process (56) gaussian process (1200) constrained optimization (281)

Papers

Best Arm Identification with Safety Constraints AISTATS 2022
Safety aware changepoint detection for piecewise i.i.d. bandits UAI 2022
Constrained Update Projection Approach to Safe Policy Optimization NIPS 2022
A Simple Reward-free Approach to Constrained Reinforcement Learning ICML 2022
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation ICML 2022
Reachability Constrained Reinforcement Learning ICML 2022
Active Learning with Safety Constraints NIPS 2022
Meta-Learning Priors for Safe Bayesian Optimization CORL 2022
Enhancing Safe Exploration Using Safety State Augmentation NIPS 2022
Near-Optimal Multi-Agent Learning for Safe Coverage Control NIPS 2022
DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning NIPS 2022
Sliding-Seeking Control: Model-Free Optimization with Safety Constraints L4DC 2022
Lexicographic Multi-Objective Reinforcement Learning IJCAI 2022
Safe Online Convex Optimization with Unknown Linear Safety Constraints AAAI 2022
Safely Learning Dynamical Systems from Short Trajectories L4DC 2021
Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes IJCAI 2021
Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021
On exploration requirements for learning safety constraints L4DC 2021
Safe Reinforcement Learning with Linear Function Approximation ICML 2021
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs AAAI 2021
Decentralized Multi-Agent Linear Bandits with Safety Constraints AAAI 2021
Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning AAAI 2021
Model-free Safe Control for Zero-Violation Reinforcement Learning CORL 2021
Safe Nonlinear Control Using Robust Neural Lyapunov-Barrier Functions CORL 2021