Self-Imitation Learning by Planning

Sha Luo, Hamidreza Kasaei, Lambert Schomaker

Imitation learning (IL) enables robots to acquire skills quickly by transferring expert knowledge, which is widely adopted in reinforcement learning (RL) to initialize exploration.…