Q-Learning With World Models

Perry Dong, Yueru Jia, Chelsea Finn +1

Off-policy reinforcement learning (RL) has become increasingly sample-efficient, enabling applications such as RL fine-tuning of Vision-Language-Action models into reliable, high-p…