Mingjiang Liu

Task Decoupling in Preference-based Reinforcement Learning for Personalized Human-Robot Interaction

Intelligent robots designed to interact with hu-mans in the real world need to adapt to the preferences of different individuals. Preference-based reinforcement learning (RL) has shown great potential for teaching robots to learn personalized behaviors from interacting with humans with-out a meticul…