Online Apprenticeship Learning

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Online Apprenticeship Learning

13 February 2021

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Papers citing "Online Apprenticeship Learning"

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Title
Inverse Q-Learning Done Right: Offline Imitation Learning in $Q^π$ -Realizable MDPs Antoine Moulin Gergely Neu Luca Viano OffRL 100 0 0 26 May 2025
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic Stefano Viel Luca Viano Volkan Cevher 262 1 0 27 Feb 2025
Convergence of a model-free entropy-regularized inverse reinforcement learning algorithm Titouan Renard Andreas Schlaginhaufen Tingting Ni Maryam Kamgarpour 116 1 0 25 Mar 2024
Provably Efficient Adversarial Imitation Learning with Unknown Transitions Tian Xu Ziniu Li Yang Yu Zhimin Luo 76 10 0 11 Jun 2023
When Demonstrations Meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning Siliang Zeng Chenliang Li Alfredo García Min-Fong Hong OffRL 127 15 0 15 Feb 2023
Proximal Point Imitation Learning Luca Viano Angeliki Kamoutsi Gergely Neu Igor Krawczuk Volkan Cevher 192 19 0 22 Sep 2022
Improved Policy Optimization for Online Imitation Learning J. Lavington Sharan Vaswani Mark Schmidt OffRL 112 7 0 29 Jul 2022
Active Exploration for Inverse Reinforcement Learning David Lindner Andreas Krause Giorgia Ramponi 137 30 0 18 Jul 2022
Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation Zhihan Liu Yufeng Zhang Zuyue Fu Zhuoran Yang Zhaoran Wang OffRL 67 6 0 19 Aug 2021
Reward is enough for convex MDPs Tom Zahavy Brendan O'Donoghue Guillaume Desjardins Satinder Singh 185 77 0 01 Jun 2021