Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning

26 November 2021

Papers citing "Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning"

5 / 5 papers shown

Title
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset Yiqin Yang Quanwei Wang Chenghao Li Hao Hu Chengjie Wu ... Dianyu Zhong Ziyou Zhang Qianchuan Zhao Chongjie Zhang Xu Bo OffRL 47 0 0 26 Feb 2025
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning Hao Sun M. Schaar 87 14 0 28 Jan 2025
Offline Reinforcement Learning with Imbalanced Datasets Li Jiang Sijie Cheng Jielin Qiu Haoran Xu Wai Kin Victor Chan Zhao Ding OffRL 19 3 0 06 Jul 2023
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 214 413 0 16 Feb 2021
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning Rongjun Qin Songyi Gao Xingyuan Zhang Zhen Xu Shengkai Huang Zewen Li Weinan Zhang Yang Yu OffRL 132 76 0 01 Feb 2021