A Policy-Guided Imitation Approach for Offline Reinforcement Learning

A Policy-Guided Imitation Approach for Offline Reinforcement Learning

15 October 2022

Papers citing "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"

13 / 13 papers shown

Title
Data Center Cooling System Optimization Using Offline Reinforcement Learning Xianyuan Zhan Xiangyu Zhu Peng Cheng Xiao Hu Ziteng He ... Chenhui Liu Tianshun Hong Yan Liang Yunxin Liu Feng Zhao AI4CE 57 0 0 17 Feb 2025
Dual Alignment Maximin Optimization for Offline Model-based RL Chi Zhou Wang Luo Haoran Li Congying Han Tiande Guo Zicheng Zhang OffRL 61 0 0 02 Feb 2025
Predictive Coding for Decision Transformer T. Luu Donghoon Lee Chang D. Yoo OffRL 45 1 0 04 Oct 2024
q-exponential family for policy optimization Lingwei Zhu Haseeb Shah Han Wang Yukie Nagai Martha White OffRL 66 0 0 14 Aug 2024
BiRoDiff: Diffusion policies for bipedal robot locomotion on unseen terrains Gvs Mothish Manan Tayal Shishir Kolathaya 27 3 0 07 Jul 2024
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning Zeyuan Liu Kai Yang Xiu Li OffRL 40 0 0 11 Jun 2024
UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning Yu Zhang Rui Yu Zhipeng Yao Wenyuan Zhang Jun Wang Liming Zhang OffRL 35 0 0 05 Jun 2024
Return-Aligned Decision Transformer Tsunehiko Tanaka Kenshi Abe Kaito Ariu Tetsuro Morimura Edgar Simo-Serra OffRL 54 1 0 06 Feb 2024
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps Haoyi Niu Tianying Ji Bingqi Liu Haocheng Zhao Xiangyu Zhu Jianying Zheng Pengfei Huang Guyue Zhou Jianming Hu Xianyuan Zhan OffRL OnRL AI4CE 25 6 0 22 Sep 2023
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization Haoran Xu Li Jiang Jianxiong Li Zhuoran Yang Zhaoran Wang Victor Chan Xianyuan Zhan OffRL 28 71 0 28 Mar 2023
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 206 832 0 12 Oct 2021
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble Gaon An Seungyong Moon Jang-Hyun Kim Hyun Oh Song OffRL 95 261 0 04 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020