2025
Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
ICML 2025poster
Offline reinforcement learning (RL) enables policy optimization using static datasets, avoiding the risks and costs of extensive real-world exploration. However, it struggles with suboptimal offline behaviors and inaccurate value estimation due to the lack of environmental interaction. We present Vi…