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2206.01079
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When does return-conditioned supervised learning work for offline reinforcement learning?
2 June 2022
David Brandfonbrener
A. Bietti
Jacob Buckman
Romain Laroche
Joan Bruna
OffRL
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Papers citing
"When does return-conditioned supervised learning work for offline reinforcement learning?"
15 / 15 papers shown
Title
How to Provably Improve Return Conditioned Supervised Learning?
Zhishuai Liu
Yu Yang
Ruhan Wang
Pan Xu
Dongruo Zhou
OffRL
26
0
0
10 Jun 2025
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
Zijian Guo
Weichao Zhou
Wenchao Li
OffRL
150
2
0
28 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion Models
Zhengbang Zhu
Minghuan Liu
Liyuan Mao
Bingyi Kang
Minkai Xu
Yong Yu
Stefano Ermon
Weinan Zhang
DiffM
OffRL
187
40
0
03 Jan 2025
Predictive Coding for Decision Transformer
Tung M. Luu
Donghoon Lee
Chang D. Yoo
OffRL
129
2
0
04 Oct 2024
Improving Reward-Conditioned Policies for Multi-Armed Bandits using Normalized Weight Functions
Kai Xu
Farid Tajaddodianfar
Ben Allison
47
0
0
16 Jun 2024
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning
Subhojyoti Mukherjee
Josiah P. Hanna
Qiaomin Xie
Robert Nowak
255
2
0
07 Jun 2024
A Tractable Inference Perspective of Offline RL
Xuejie Liu
Hoang Trung-Dung
Guy Van den Broeck
Yitao Liang
OffRL
133
1
0
31 Oct 2023
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents
Jake Grigsby
Linxi Fan
Yuke Zhu
OffRL
LM&Ro
121
33
0
15 Oct 2023
On the Effectiveness of Offline RL for Dialogue Response Generation
Paloma Sodhi
Felix Wu
Ethan R. Elenberg
Kilian Q. Weinberger
Ryan T. McDonald
OffRL
82
5
0
23 Jul 2023
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization
Xiangsen Wang
Haoran Xu
Yinan Zheng
Xianyuan Zhan
OffRL
93
26
0
21 Jul 2023
Supervised Pretraining Can Learn In-Context Reinforcement Learning
Jonathan Lee
Annie Xie
Aldo Pacchiano
Yash Chandak
Chelsea Finn
Ofir Nachum
Emma Brunskill
OffRL
118
86
0
26 Jun 2023
A Survey on Transformers in Reinforcement Learning
Wenzhe Li
Hao Luo
Zichuan Lin
Chongjie Zhang
Zongqing Lu
Deheng Ye
OffRL
MU
AI4CE
128
58
0
08 Jan 2023
Dichotomy of Control: Separating What You Can Control from What You Cannot
Mengjiao Yang
Dale Schuurmans
Pieter Abbeel
Ofir Nachum
OffRL
84
44
0
24 Oct 2022
From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data
Zichen Jeff Cui
Yibin Wang
Nur Muhammad (Mahi) Shafiullah
Lerrel Pinto
LM&Ro
VGen
OffRL
100
95
0
18 Oct 2022
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
Haoran Xu
Li Jiang
Jianxiong Li
Xianyuan Zhan
OffRL
153
64
0
15 Oct 2022
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