2024 "preference-based reinforcement learning" Papers
4 papers found
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
15
citations
Listwise Reward Estimation for Offline Preference-based Reinforcement Learning
Heewoong Choi, Sangwon Jung, Hongjoon Ahn et al.
ICML 2024poster
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
Runze Liu, Yali Du, Fengshuo Bai et al.
ICML 2024poster
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences
Jie Cheng, Gang Xiong, Xingyuan Dai et al.
ICML 2024spotlight