{"total":13,"rows":[{"id":"2205.07344","title":"Policy Gradient Method For Robust Reinforcement Learning","created":"2022-05-15","cited_by_count":69,"area":null},{"id":"2302.02212","title":"Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity","created":"2023-02-04","cited_by_count":27,"area":null},{"id":"2310.14286","title":"Improved High-Probability Bounds for the Temporal Difference Learning Algorithm via Exponential Stability","created":"2023-10-22","cited_by_count":20,"area":null},{"id":"2112.13109","title":"Accelerated and instance-optimal policy evaluation with linear function approximation","created":"2021-12-24","cited_by_count":18,"area":null},{"id":"2403.02476","title":"A Simple Finite-Time Analysis of TD Learning with Linear Function Approximation","created":"2024-03-04","cited_by_count":16,"area":null},{"id":"2301.00944","title":"Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning","created":"2023-01-03","cited_by_count":12,"area":null},{"id":"2312.10424","title":"A Concentration Bound for TD(0) with Function Approximation","created":"2023-12-16","cited_by_count":10,"area":null},{"id":"2103.16377","title":"Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity","created":"2021-03-30","cited_by_count":7,"area":null},{"id":"2103.13147","title":"Multi-Agent Off-Policy TD Learning: Finite-Time Analysis with Near-Optimal Sample Complexity and Communication Complexity","created":"2021-03-24","cited_by_count":5,"area":null},{"id":"2606.24981","title":"A Single Stepsize Suffices for Unprojected Linear TD(0): Simultaneous Robust and Fast Rates via Polyak--Ruppert Averaging","created":"2026-06-23","cited_by_count":2,"area":null},{"id":"2211.16237","title":"Closing the gap between SVRG and TD-SVRG with Gradient Splitting","created":"2022-11-29","cited_by_count":1,"area":null},{"id":"2104.07361","title":"Scale Invariant Monte Carlo under Linear Function Approximation with Curvature based step-size","created":"2021-04-15","cited_by_count":0,"area":null},{"id":"2606.18183","title":"A Diffusion Approximation for Temporal-Difference Learning with Linear Features under Markovian Noise","created":"2026-06-16","cited_by_count":0,"area":null}],"next_cursor":null}