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2210.02087
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Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning
5 October 2022
Reda Ouhamma
D. Basu
Odalric-Ambrym Maillard
OffRL
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Papers citing
"Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning"
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Title
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
Long-Fei Li
Yu-Jie Zhang
Peng Zhao
Zhi-Hua Zhou
101
4
0
17 Jan 2025
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
Haque Ishfaq
Qingfeng Lan
Pan Xu
A. R. Mahmood
Doina Precup
Anima Anandkumar
Kamyar Azizzadenesheli
BDL
OffRL
28
20
0
29 May 2023
Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer
Hannes Eriksson
D. Basu
Tommy Tram
Mina Alibeigi
Christos Dimitrakakis
21
1
0
18 Feb 2023
1