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Agent-Controller Representations: Principled Offline RL with Rich
  Exogenous Information

Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information

31 October 2022
Riashat Islam
Manan Tomar
Alex Lamb
Yonathan Efroni
Hongyu Zang
Aniket Didolkar
Dipendra Kumar Misra
Xin-hui Li
H. V. Seijen
Rémi Tachet des Combes
John Langford
    OffRL
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Papers citing "Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information"

4 / 4 papers shown
Title
An Empirical Investigation of Representation Learning for Imitation
An Empirical Investigation of Representation Learning for Imitation
Xin Chen
Sam Toyer
Cody Wild
Scott Emmons
Ian S. Fischer
...
Steven H. Wang
Ping Luo
Stuart J. Russell
Pieter Abbeel
Rohin Shah
AI4TS
38
27
0
16 May 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified
  Q-Ensemble
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
Gaon An
Seungyong Moon
Jang-Hyun Kim
Hyun Oh Song
OffRL
105
265
0
04 Oct 2021
BRAC+: Improved Behavior Regularized Actor Critic for Offline
  Reinforcement Learning
BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning
Chi Zhang
S. Kuppannagari
Viktor Prasanna
OffRL
48
16
0
02 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on
  Open Problems
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Sergey Levine
Aviral Kumar
George Tucker
Justin Fu
OffRL
GP
343
1,968
0
04 May 2020
1