{"total":13,"rows":[{"id":"2401.15273","title":"Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning","created":"2024-01-27","cited_by_count":31,"area":"deeprl"},{"id":"2404.08003","title":"Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis","created":"2024-04-09","cited_by_count":21,"area":"deeprl"},{"id":"2408.16981","title":"The Sample-Communication Complexity Trade-off in Federated Q-Learning","created":"2024-08-30","cited_by_count":9,"area":"deeprl"},{"id":"2405.19499","title":"Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments","created":"2024-05-29","cited_by_count":8,"area":"deeprl"},{"id":"2403.09940","title":"Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries","created":"2024-03-15","cited_by_count":6,"area":"deeprl"},{"id":"2409.05291","title":"Towards Fast Rates for Federated and Multi-Task Reinforcement Learning","created":"2024-09-09","cited_by_count":4,"area":"deeprl"},{"id":"2409.03897","title":"On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments","created":"2024-09-05","cited_by_count":2,"area":"deeprl"},{"id":"2503.17454","title":"Collaborative Value Function Estimation Under Model Mismatch: A Federated Temporal Difference Analysis","created":"2025-03-21","cited_by_count":2,"area":"deeprl"},{"id":"2504.11645","title":"Achieving Tighter Finite-Time Rates for Heterogeneous Federated Stochastic Approximation under Markovian Sampling","created":"2025-04-15","cited_by_count":2,"area":"deeprl"},{"id":"2506.01261","title":"The Actor-Critic Update Order Matters for PPO in Federated Reinforcement Learning","created":"2025-06-02","cited_by_count":2,"area":"deeprl"},{"id":"2504.05553","title":"Federated Hierarchical Reinforcement Learning for Adaptive Traffic Signal Control","created":"2025-04-07","cited_by_count":1,"area":"deeprl"},{"id":"2412.14555","title":"Single-Loop Federated Actor-Critic across Heterogeneous Environments","created":"2024-12-19","cited_by_count":0,"area":"deeprl"},{"id":"2507.14487","title":"Federated Reinforcement Learning in Heterogeneous Environments","created":"2025-07-19","cited_by_count":0,"area":"deeprl"}],"next_cursor":null}