Active Exploration for Inverse Reinforcement Learning

18 July 2022

Papers citing "Active Exploration for Inverse Reinforcement Learning"

18 / 18 papers shown

Title
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review Chengmin Zhou Ville Kyrki Pasi Fränti Laura Ruotsalainen BDL AI4CE 42 0 0 12 May 2025
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment Weichao Zhou Wenchao Li 36 0 0 31 Oct 2024
Provably Efficient Exploration in Inverse Constrained Reinforcement Learning Bo Yue Jian Li Guiliang Liu 29 2 0 24 Sep 2024
Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction Ric De Santi Federico Arangath Joseph Noah Liniger Mirco Mutti Andreas Krause AI4CE 48 1 0 18 Jul 2024
Preference Elicitation for Offline Reinforcement Learning Alizée Pace Bernhard Schölkopf Gunnar Rätsch Giorgia Ramponi OffRL 69 1 0 26 Jun 2024
Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory M. Çelikok F. Oliehoek Jan-Willem van de Meent 43 0 0 29 May 2024
Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces Angeliki Kamoutsi Peter Schmitt-Förster Tobias Sutter V. Cevher John Lygeros 55 0 0 24 May 2024
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback Kihyun Kim Jiawei Zhang Asuman Ozdaglar P. Parrilo OffRL 41 1 0 20 May 2024
Inverse Reinforcement Learning with Sub-optimal Experts Riccardo Poiani Gabriele Curti Alberto Maria Metelli Marcello Restelli 24 1 0 08 Jan 2024
A Survey of Imitation Learning: Algorithms, Recent Developments, and Challenges Maryam Zare P. Kebria Abbas Khosravi Saeid Nahavandi 24 81 0 05 Sep 2023
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities Yanjie Song Yutong Wu Yangyang Guo Ran Yan Suganthan Yue Zhang Witold Pedrycz Swagatam Das R. Mallipeddi Solomon Ajani 50 38 0 25 Aug 2023
Curricular Subgoals for Inverse Reinforcement Learning Shunyu Liu Yunpeng Qing Shuqi Xu Hongyan Wu Jiangtao Zhang Jingyuan Cong Tianhao Chen Yunfu Liu Mingli Song 21 1 0 14 Jun 2023
Provably Efficient Adversarial Imitation Learning with Unknown Transitions Tian Xu Ziniu Li Yang Yu Zhimin Luo 13 8 0 11 Jun 2023
PAGAR: Taming Reward Misalignment in Inverse Reinforcement Learning-Based Imitation Learning with Protagonist Antagonist Guided Adversarial Reward Weichao Zhou Wenchao Li 26 0 0 02 Jun 2023
Towards Theoretical Understanding of Inverse Reinforcement Learning Alberto Maria Metelli Filippo Lazzati Marcello Restelli 26 13 0 25 Apr 2023
Environment Design for Inverse Reinforcement Learning Thomas Kleine Buening Victor Villin Christos Dimitrakakis 32 1 0 26 Oct 2022
Unsolved Problems in ML Safety Dan Hendrycks Nicholas Carlini John Schulman Jacob Steinhardt 186 273 0 28 Sep 2021
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 112 194 0 07 Feb 2020