PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty

Publication
Advances in Neural Information Processing Systems (NeurIPS), 2026
Wenjing Tang
Wenjing Tang
Ph.D. student

My research interests include robotics, task planning under uncertainty

Xuanjin Jin
Xuanjin Jin
Ph.D. student

My research interests include autonomous driving, planning under uncertainty, integrated planning and learning.

Yuan Liu
Yuan Liu
Undergraduate student

My research interests include robotics, robot manipulation, task planning under uncertainty

Renming Huang
Renming Huang
Ph.D. student

My research interests include robotics, task planning and Reinforcement Learning

Panpan Cai
Panpan Cai
Associate Professor

My research interests include robot motion planning, decision making, robot learning, parallel computing, and their applications to autonomous driving in crowded environments.