Topological Experience Replay

Topological Experience Replay

29 March 2022

Tao Chen

Papers citing "Topological Experience Replay"

10 / 10 papers shown

Title
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao Yiming Wang Yuyang Chen Yan Li Leong Hou U Xiaoguang Niu 41 1 0 27 Oct 2024
Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation Fengshuo Bai Rui Zhao Hongming Zhang Sijia Cui Ying Wen Yaodong Yang Bo Xu Lei Han OffRL 32 6 0 29 May 2024
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards Alain Andres Daochen Zha Javier Del Ser 39 0 0 01 Nov 2023
Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning Jinyi Liu Yi Ma Jianye Hao Yujing Hu Yan Zheng Tangjie Lv Changjie Fan OffRL 47 2 0 27 Jun 2023
Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting Zhang-Wei Hong Pulkit Agrawal Rémi Tachet des Combes Romain Laroche OffRL 37 17 0 22 Jun 2023
Event Tables for Efficient Experience Replay Varun Kompella Thomas J. Walsh Samuel Barrett Peter R. Wurman Peter Stone OffRL 27 2 0 01 Nov 2022
Prioritizing Samples in Reinforcement Learning with Reducible Loss Shivakanth Sujit Somjit Nath Pedro H. M. Braga Samira Ebrahimi Kahou 50 15 0 22 Aug 2022
Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning Deyao Zhu Erran L. Li Mohamed Elhoseiny OffRL 40 8 0 09 Jun 2022
Introspective Experience Replay: Look Back When Surprised Ramnath Kumar Dheeraj M. Nagaraj OffRL 8 2 0 07 Jun 2022
Graph Backup: Data Efficient Backup Exploiting Markovian Transitions Zhengyao Jiang Tianjun Zhang Robert Kirk Tim Rocktaschel Edward Grefenstette OffRL 8 2 0 31 May 2022