Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach

Huixin Zhan, Feng Tao, Yongcan Cao

Human demonstrations can provide trustful samples to train reinforcement learning algorithms for robots to learn complex behaviors in real-world environments. However, obtaining su…