{"total":19,"rows":[{"id":"2310.18264","title":"Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt","created":"2023-10-27","cited_by_count":81,"area":null},{"id":"2305.09304","title":"OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research","created":"2023-05-16","cited_by_count":80,"area":null},{"id":"2209.15090","title":"Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments","created":"2022-09-29","cited_by_count":60,"area":null},{"id":"2308.12517","title":"Not Only Rewards But Also Constraints: Applications on Legged Robot Locomotion","created":"2023-08-24","cited_by_count":47,"area":null},{"id":"2309.13528","title":"Iterative Reachability Estimation for Safe Reinforcement Learning","created":"2023-09-24","cited_by_count":37,"area":null},{"id":"2210.04561","title":"A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning","created":"2022-10-10","cited_by_count":25,"area":null},{"id":"2212.05727","title":"Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks","created":"2022-12-12","cited_by_count":22,"area":null},{"id":"2306.17279","title":"Probabilistic Constraint for Safety-Critical Reinforcement Learning","created":"2023-06-29","cited_by_count":11,"area":null},{"id":"2311.02227","title":"State-Wise Safe Reinforcement Learning With Pixel Observations","created":"2023-11-03","cited_by_count":9,"area":null},{"id":"2401.09455","title":"Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach","created":"2023-12-23","cited_by_count":9,"area":null},{"id":"2310.09574","title":"Reduced Policy Optimization for Continuous Control with Hard Constraints","created":"2023-10-14","cited_by_count":6,"area":null},{"id":"2210.00596","title":"Policy Gradients for Probabilistic Constrained Reinforcement Learning","created":"2022-10-02","cited_by_count":5,"area":null},{"id":"2209.09648","title":"Safe Reinforcement Learning with Contrastive Risk Prediction","created":"2022-09-10","cited_by_count":3,"area":null},{"id":"2412.04426","title":"Towards Fast Safe Online Reinforcement Learning via Policy Finetuning","created":"2024-12-05","cited_by_count":3,"area":null},{"id":"2303.04118","title":"A Multiplicative Value Function for Safe and Efficient Reinforcement Learning","created":"2023-03-07","cited_by_count":2,"area":null},{"id":"2406.09563","title":"e-COP : Episodic Constrained Optimization of Policies","created":"2024-06-13","cited_by_count":2,"area":null},{"id":"2409.18735","title":"Autoregressive Policy Optimization for Constrained Allocation Tasks","created":"2024-09-27","cited_by_count":0,"area":null},{"id":"2508.18884","title":"HAEPO: History-Aggregated Exploratory Policy Optimization","created":"2025-08-26","cited_by_count":0,"area":null},{"id":"2605.09310","title":"Beyond ESG Scores: Learning Dynamic Constraints for Sequential Portfolio Optimization","created":"2026-05-10","cited_by_count":0,"area":null}],"next_cursor":null}