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2209.05186
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Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach
12 September 2022
Miao Lu
Wenhao Yang
Liangyu Zhang
Zhihua Zhang
OffRL
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Papers citing
"Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach"
4 / 4 papers shown
Title
Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes
Miao Lu
Yifei Min
Zhaoran Wang
Zhuoran Yang
OffRL
51
22
0
26 May 2022
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints
Chi Jin
Zhuoran Yang
Zhaoran Wang
OffRL
122
166
0
06 Jan 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
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes
Nathan Kallus
Masatoshi Uehara
OffRL
38
181
0
22 Aug 2019
1