{"total":13,"rows":[{"id":"2407.15537","title":"Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints","created":"2024-07-22","cited_by_count":5,"area":"deeprl"},{"id":"2508.12394","title":"SIGN: Safety-Aware Image-Goal Navigation for Autonomous Drones via Reinforcement Learning","created":"2025-08-17","cited_by_count":5,"area":"deeprl"},{"id":"2506.11033","title":"Adaptive Shielding for Safe Reinforcement Learning under Hidden-Parameter Dynamics Shifts","created":"2025-05-20","cited_by_count":2,"area":"deeprl"},{"id":"2407.19860","title":"Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning","created":"2024-07-29","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":"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":"2408.00997","title":"A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments","created":"2024-08-02","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":"2504.11907","title":"A Graph-Based Reinforcement Learning Approach with Frontier Potential Based Reward for Safe Cluttered Environment Exploration","created":"2025-04-16","cited_by_count":0,"area":"deeprl"},{"id":"2505.07832","title":"A General Approach of Automated Environment Design for Learning the Optimal Power Flow","created":"2025-05-01","cited_by_count":0,"area":"deeprl"},{"id":"2509.09208","title":"Incentivizing Safer Actions in Policy Optimization for Constrained Reinforcement Learning","created":"2025-09-11","cited_by_count":0,"area":"deeprl"},{"id":"2511.15358","title":"Platform-Agnostic Reinforcement Learning Framework for Safe Exploration of Cluttered Environments with Graph Attention","created":"2025-11-19","cited_by_count":0,"area":"deeprl"},{"id":"2606.14415","title":"CSPO: Constraint-Sensitive Policy Optimization for Safe Reinforcement Learning","created":"2026-06-12","cited_by_count":0,"area":"deeprl"}],"next_cursor":null}