2024
Optimistic Reinforcement Learning-Based Skill Insertions for Task and Motion Planning
RA-L 2024
Task and motion planning (TAMP) for robotics manipulation necessitates long-horizon reasoning involving versatile actions and skills. While deterministic actions can be crafted by sampling or optimizing with certain constraints, planning actions with uncertainty, i.e., probabilistic actions, remains