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Towards Control-Centric Representations in Reinforcement Learning from
  Images

Towards Control-Centric Representations in Reinforcement Learning from Images

25 October 2023
Chen Liu
Hongyu Zang
Xin Li
Yong Heng
Yifei Wang
Zhen Fang
Yisen Wang
Mingzhong Wang
ArXivPDFHTML

Papers citing "Towards Control-Centric Representations in Reinforcement Learning from Images"

5 / 5 papers shown
Title
Towards a Unified Theoretical Understanding of Non-contrastive Learning
  via Rank Differential Mechanism
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism
Zhijian Zhuo
Yifei Wang
Jinwen Ma
Yisen Wang
48
25
0
04 Mar 2023
Masked World Models for Visual Control
Masked World Models for Visual Control
Younggyo Seo
Danijar Hafner
Hao Liu
Fangchen Liu
Stephen James
Kimin Lee
Pieter Abbeel
OffRL
93
147
0
28 Jun 2022
Masked Autoencoders Are Scalable Vision Learners
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
322
7,457
0
11 Nov 2021
Understanding self-supervised Learning Dynamics without Contrastive
  Pairs
Understanding self-supervised Learning Dynamics without Contrastive Pairs
Yuandong Tian
Xinlei Chen
Surya Ganguli
SSL
138
281
0
12 Feb 2021
Decoupling Representation Learning from Reinforcement Learning
Decoupling Representation Learning from Reinforcement Learning
Adam Stooke
Kimin Lee
Pieter Abbeel
Michael Laskin
SSL
DRL
286
341
0
14 Sep 2020
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