"preference-based reinforcement learning" Papers
9 papers found
Conference
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning
Hyungkyu Kang, Min-hwan Oh
ICLR 2025arXiv:2503.05306
3
citations
Efficient Preference-Based Reinforcement Learning: Randomized Exploration meets Experimental Design
Andreas Schlaginhaufen, Reda Ouhamma, Maryam Kamgarpour
NEURIPS 2025arXiv:2506.09508
3
citations
Preference Elicitation for Offline Reinforcement Learning
Alizée Pace, Bernhard Schölkopf, Gunnar Ratsch et al.
ICLR 2025arXiv:2406.18450
2
citations
PRIMT: Preference-based Reinforcement Learning with Multimodal Feedback and Trajectory Synthesis from Foundation Models
Ruiqi Wang, Dezhong Zhao, Ziqin Yuan et al.
NEURIPS 2025oralarXiv:2509.15607
Uncertainty-aware Preference Alignment for Diffusion Policies
Runqing Miao, Sheng Xu, Runyi Zhao et al.
NEURIPS 2025
Learning Optimal Advantage from Preferences and Mistaking It for Reward
W Bradley Knox, Stephane Hatgis-Kessell, Sigurdur Orn Adalgeirsson et al.
AAAI 2024paperarXiv:2310.02456
16
citations
Listwise Reward Estimation for Offline Preference-based Reinforcement Learning
Heewoong Choi, Sangwon Jung, Hongjoon Ahn et al.
ICML 2024arXiv:2408.04190
11
citations
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
Runze Liu, Yali Du, Fengshuo Bai et al.
ICML 2024arXiv:2306.03615
9
citations
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences
Jie Cheng, Gang Xiong, Xingyuan Dai et al.
ICML 2024spotlightarXiv:2402.17257
35
citations