Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices

8 February 2024

Papers citing "Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices"

6 / 6 papers shown

Title
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Flint Xiaofeng Fan Cheston Tan Yew-Soon Ong Roger Wattenhofer Wei Tsang Ooi 67 1 0 20 Dec 2024
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations Guojun Xiong Shufan Wang Daniel Jiang Jian Li FedML 73 1 0 22 Nov 2024
Offline Multi-task Transfer RL with Representational Penalization Avinandan Bose S. S. Du Maryam Fazel OffRL 44 12 0 19 Feb 2024
Federated Natural Policy Gradient Methods for Multi-task Reinforcement Learning Tong Yang Shicong Cen Yuting Wei Yuxin Chen Yuejie Chi 16 5 0 01 Nov 2023
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 198 627 0 12 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020