Optimistic Reinforcement Learning-Based Skill Insertions for Task and Motion Planning

Gaoyuan Liu, Joris de Winter, Yuri Durodie +3

Task and motion planning (TAMP) for robotics manipulation necessitates long-horizon reasoning involving versatile actions and skills. While deterministic actions can be crafted by…