safe policy

SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning ACL 2026 SafeMIL: Learning Offline Safe Imitation Policy from Non-Preferred Trajectories AAAI 2026 Anytime Safe Reinforcement Learning L4DC 2025 SPoRt - Safe Policy Ratio: Certified Training and Deployment of Task Policies in Model-Free RL IJCAI 2025 Threshold UCT: Cost-Constrained Monte Carlo Tree Search with Pareto Curves AAAI 2025 Do no harm: A counterfactual approach to safe reinforcement learning L4DC 2024 Generalized constraint for probabilistic safe reinforcement learning L4DC 2024 Reward Penalties on Augmented States for Solving Richly Constrained RL Effectively AAAI 2024 Simplifying Constraint Inference with Inverse Reinforcement Learning NeurIPS 2024 Finding Safe Zones of Markov Decision Processes Policies NeurIPS 2023 Survival Instinct in Offline Reinforcement Learning NeurIPS 2023 Constrained Markov Decision Processes via Backward Value Functions ICML 2020 Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020 Worst Cases Policy Gradients CoRL 2019 Learning Safe Policies with Expert Guidance NeurIPS 2018 Safe Visual Navigation via Deep Learning and Novelty Detection RSS 2017 Safe Policy Improvement by Minimizing Robust Baseline Regret NeurIPS 2016 Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret ICML 2015 Safe Policy Iteration ICML 2013