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When does return-conditioned supervised learning work for offline
  reinforcement learning?
v1v2v3 (latest)

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
ArXiv (abs)PDFHTML

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
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
MADiff: Offline Multi-agent Learning with Diffusion Models
Zhengbang Zhu
Minghuan Liu
Liyuan Mao
Bingyi Kang
Minkai Xu
Yong Yu
Stefano Ermon
Weinan Zhang
DiffMOffRL
187
40
0
03 Jan 2025
Predictive Coding for Decision Transformer
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
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
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
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
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents
Jake Grigsby
Linxi Fan
Yuke Zhu
OffRLLM&Ro
121
33
0
15 Oct 2023
On the Effectiveness of Offline RL for Dialogue Response Generation
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
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
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
A Survey on Transformers in Reinforcement Learning
Wenzhe Li
Hao Luo
Zichuan Lin
Chongjie Zhang
Zongqing Lu
Deheng Ye
OffRLMUAI4CE
128
58
0
08 Jan 2023
Dichotomy of Control: Separating What You Can Control from What You
  Cannot
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
From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data
Zichen Jeff Cui
Yibin Wang
Nur Muhammad (Mahi) Shafiullah
Lerrel Pinto
LM&RoVGenOffRL
100
95
0
18 Oct 2022
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
Haoran Xu
Li Jiang
Jianxiong Li
Xianyuan Zhan
OffRL
153
64
0
15 Oct 2022
1