04:00
2026-07-17
arxiv.org
machine-learning
RENEW: Towards Learning World Models and Repairing Model Exploitation from Preferences
Researchers propose RENEW, a method that uses human preferences over imagined rollouts to repair model exploitation in offline reinforcement learning world models, achieving practical sample efficienc…