Poster "reward function learning" Papers

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Direct Alignment with Heterogeneous Preferences

Ali Shirali, Arash Nasr-Esfahany, Abdullah Alomar et al.

NEURIPS 2025arXiv:2502.16320
10
citations

Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization

Timofei Gritsaev, Nikita Morozov, Sergey Samsonov et al.

ICLR 2025arXiv:2410.15474
5
citations

Preference Elicitation for Offline Reinforcement Learning

Alizée Pace, Bernhard Schölkopf, Gunnar Ratsch et al.

ICLR 2025arXiv:2406.18450
2
citations

PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement

Tewodros W. Ayalew, Xiao Zhang, Kevin Y Wu et al.

ICCV 2025arXiv:2411.17764
2
citations

Environment Design for Inverse Reinforcement Learning

Thomas Kleine Buening, Victor Villin, Christos Dimitrakakis

ICML 2024arXiv:2210.14972
4
citations

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

Lei Zhao, Mengdi Wang, Yu Bai

ICML 2024arXiv:2312.00054
3
citations

Learning Reward for Robot Skills Using Large Language Models via Self-Alignment

Yuwei Zeng, Yao Mu, Lin Shao

ICML 2024arXiv:2405.07162
22
citations