{"total":28,"rows":[{"id":"2402.02025","title":"A Survey of Constraint Formulations in Safe Reinforcement Learning","created":"2024-02-03","cited_by_count":44,"area":"deeprl"},{"id":"2410.09486","title":"ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning","created":"2024-10-12","cited_by_count":23,"area":"deeprl"},{"id":"2406.13744","title":"SRL-VIC: A Variable Stiffness-Based Safe Reinforcement Learning for Contact-Rich Robotic Tasks","created":"2024-06-19","cited_by_count":15,"area":"deeprl"},{"id":"2508.01561","title":"One Subgoal at a Time: Zero-Shot Generalization to Arbitrary Linear Temporal Logic Requirements in Multi-Task Reinforcement Learning","created":"2025-08-03","cited_by_count":8,"area":"deeprl"},{"id":"2509.18648","title":"SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer","created":"2025-09-23","cited_by_count":8,"area":"deeprl"},{"id":"2404.15199","title":"Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems","created":"2024-04-23","cited_by_count":6,"area":"deeprl"},{"id":"2405.18180","title":"Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding","created":"2024-05-28","cited_by_count":6,"area":"deeprl"},{"id":"2601.19612","title":"Safe Exploration via Policy Priors","created":"2026-01-27","cited_by_count":6,"area":"deeprl"},{"id":"2412.04327","title":"Action Mapping for Reinforcement Learning in Continuous Environments with Constraints","created":"2024-12-05","cited_by_count":5,"area":"deeprl"},{"id":"2502.20341","title":"Safety Representations for Safer Policy Learning","created":"2025-02-27","cited_by_count":4,"area":"deeprl"},{"id":"2408.07962","title":"Meta SAC-Lag: Towards Deployable Safe Reinforcement Learning via MetaGradient-based Hyperparameter Tuning","created":"2024-08-15","cited_by_count":3,"area":"deeprl"},{"id":"2503.21989","title":"Bresa: Bio-inspired Reflexive Safe Reinforcement Learning for Contact-Rich Robotic Tasks","created":"2025-03-27","cited_by_count":3,"area":"deeprl"},{"id":"2507.08793","title":"Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning","created":"2025-07-11","cited_by_count":3,"area":"deeprl"},{"id":"2503.00287","title":"Passivity-Centric Safe Reinforcement Learning for Contact-Rich Robotic Tasks","created":"2025-03-01","cited_by_count":2,"area":"deeprl"},{"id":"2606.10228","title":"SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration","created":"2026-06-08","cited_by_count":2,"area":"deeprl"},{"id":"2402.15650","title":"Uniformly Safe RL with Objective Suppression for Multi-Constraint Safety-Critical Applications","created":"2024-02-23","cited_by_count":1,"area":"deeprl"},{"id":"2405.15430","title":"Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics","created":"2024-05-24","cited_by_count":1,"area":"deeprl"},{"id":"2409.08132","title":"Optimal Management of Grid-Interactive Efficient Buildings via Safe Reinforcement Learning","created":"2024-09-12","cited_by_count":1,"area":"deeprl"},{"id":"2604.25508","title":"Dyna-Style Safety Augmented Reinforcement Learning: Staying Safe in the Face of Uncertainty","created":"2026-04-28","cited_by_count":1,"area":"deeprl"},{"id":"2606.09825","title":"An Agency-Transferring Model-Free Policy Enhancement Technique","created":"2026-06-08","cited_by_count":1,"area":"deeprl"},{"id":"2405.16485","title":"Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control","created":"2024-05-26","cited_by_count":0,"area":"deeprl"},{"id":"2409.08233","title":"Towards Online Safety Corrections for Robotic Manipulation Policies","created":"2024-09-12","cited_by_count":0,"area":"deeprl"},{"id":"2410.01212","title":"Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfaction","created":"2024-10-02","cited_by_count":0,"area":"deeprl"},{"id":"2410.24096","title":"Progressive Safeguards for Safe and Model-Agnostic Reinforcement Learning","created":"2024-10-31","cited_by_count":0,"area":"deeprl"},{"id":"2504.03040","title":"Safety Modulation: Enhancing Safety in Reinforcement Learning through Cost-Modulated Rewards","created":"2025-04-03","cited_by_count":0,"area":"deeprl"},{"id":"2510.18478","title":"Safe But Not Sorry: Reducing Over-Conservatism in Safety Critics via Uncertainty-Aware Modulation","created":"2025-10-21","cited_by_count":0,"area":"deeprl"},{"id":"2511.02605","title":"Adaptive GR(1) Specification Repair for Liveness-Preserving Shielding in Reinforcement Learning","created":"2025-11-04","cited_by_count":0,"area":"deeprl"},{"id":"2604.25379","title":"Safe-Support Q-Learning: Learning without Unsafe Exploration","created":"2026-04-28","cited_by_count":0,"area":"deeprl"}],"next_cursor":null}