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

Xiangcheng Zhang, Yilun Du, Runhan Huang

Building generalizable robot agents for diverse applications remains a fundamental challenge. While imitation learning-based policies can perform well in familiar training environm…