World Action Planner: Generalizable Decision-Making with Action-Conditioned World Models

Xiangcheng Zhang, Yilun Du

Building generalizable agents for diverse applications remains a fundamental challenge. While imitation learning-based policies succeed in specific training environments, they ofte…