2024 Poster "inverse reinforcement learning" Papers

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A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback

Kihyun Kim, Jiawei Zhang, Asuman Ozdaglar et al.

ICML 2024posterarXiv:2405.12421

Environment Design for Inverse Reinforcement Learning

Thomas Kleine Buening, Victor Villin, Christos Dimitrakakis

ICML 2024posterarXiv:2210.14972

EvIL: Evolution Strategies for Generalisable Imitation Learning

Silvia Sapora, Gokul Swamy, Christopher Lu et al.

ICML 2024posterarXiv:2406.11905

Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning

Chia-Cheng Chiang, Li-Cheng Lan, Wei-Fang Sun et al.

ICML 2024posterarXiv:2402.01057

Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective

Lei Zhao, Mengdi Wang, Yu Bai

ICML 2024posterarXiv:2312.00054

Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms

Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

ICML 2024posterarXiv:2402.15392

Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF

Han Shen, Zhuoran Yang, Tianyi Chen

ICML 2024posterarXiv:2402.06886