Reinforcement Learning in Robotic Motion Planning by Combined Experience-based Planning and Self-Imitation Learning

Sha Luo, Lambert Schomaker

High-quality and representative data is essential for both Imitation Learning (IL)- and Reinforcement Learning (RL)-based motion planning tasks. For real robots, it is challenging…