Inverse Reinforcement Learning with the Average Reward Criterion

24 May 2023

Papers citing "Inverse Reinforcement Learning with the Average Reward Criterion"

9 / 9 papers shown

Title
Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors Jingyang Ke Feiyang Wu Jiyi Wang Jeffrey Markowitz Anqi Wu 82 0 0 22 Jan 2025
Average-Reward Reinforcement Learning with Entropy Regularization Jacob Adamczyk Volodymyr Makarenko Stas Tiomkin R. Kulkarni OOD 55 2 0 17 Jan 2025
Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning Sheikh Salman Hassan Yu Min Park Y. Tun Walid Saad Zhu Han Choong Seon Hong 23 0 0 27 Sep 2024
Imitation Learning in Discounted Linear MDPs without exploration assumptions Luca Viano Stratis Skoulakis V. Cevher 30 3 0 03 May 2024
Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion over Diverse Terrains Feiyang Wu Xavier Nal Ye Zhao Anqi Wu Zhaoyuan Gu Anqi Wu Ye Zhao 45 0 0 09 Feb 2024
Infer and Adapt: Bipedal Locomotion Reward Learning from Demonstrations via Inverse Reinforcement Learning Chao Liu Zhaoyuan Gu Hanran Wu Deniz Irem Erus Ye Zhao 36 6 0 28 Sep 2023
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees Siliang Zeng Chenliang Li Alfredo García Min-Fong Hong 34 42 0 04 Oct 2022
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm S. Khodadadian Zaiwei Chen S. T. Maguluri CML OffRL 71 26 0 18 Feb 2021
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 89 136 0 30 Jan 2021