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2311.03695
Cited By
Context Shift Reduction for Offline Meta-Reinforcement Learning
7 November 2023
Yunkai Gao
Rui Zhang
Jiaming Guo
Fan Wu
Qi Yi
Shaohui Peng
Siming Lan
Rui Chen
Zidong Du
Xingui Hu
Qi Guo
Ling Li
Yunji Chen
OffRL
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Papers citing
"Context Shift Reduction for Offline Meta-Reinforcement Learning"
11 / 11 papers shown
Title
Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision
Shilin Zhang
Zican Hu
Wenhao Wu
Xinyi Xie
Jianxiang Tang
Chunlin Chen
Daoyi Dong
Yu Cheng
Zhenhong Sun
Zhi Wang
OffRL
139
0
0
21 Apr 2025
Policy Constraint by Only Support Constraint for Offline Reinforcement Learning
Yunkai Gao
Jiaming Guo
Fan Wu
Rui Zhang
OffRL
56
0
0
07 Mar 2025
Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding
Shenghong He
Chao Yu
39
0
0
26 Dec 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
Zhi Wang
Li Lyna Zhang
Wenhao Wu
Yuanheng Zhu
Dongbin Zhao
C. L. Philip Chen
OffRL
37
6
0
15 Oct 2024
Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning
Hai Zhang
Boyuan Zheng
Anqi Guo
Tianying Ji
Anqi Guo
Junqiao Zhao
Lanqing Li
OffRL
39
0
0
20 May 2024
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
Xinyu Zhang
Wenjie Qiu
Yi-Chen Li
Lei Yuan
Chengxing Jia
Zongzhang Zhang
Yang Yu
OffRL
33
1
0
17 Feb 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
Ruijie Zheng
Yongyuan Liang
Xiyao Wang
Shuang Ma
Hal Daumé
Huazhe Xu
John Langford
Praveen Palanisamy
Kalyan Shankar Basu
Furong Huang
40
5
0
09 Feb 2024
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
Lanqing Li
Hai Zhang
Xinyu Zhang
Shatong Zhu
Junqiao Zhao
Junqiao Zhao
Pheng-Ann Heng
OffRL
43
7
0
04 Feb 2024
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov
Ashvin Nair
Sergey Levine
OffRL
214
843
0
12 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Sergey Levine
Aviral Kumar
George Tucker
Justin Fu
OffRL
GP
340
1,960
0
04 May 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
359
11,684
0
09 Mar 2017
1