Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models

Yi Liu, Gaurav Datta, Ellen Novoseller +1

Preference-based reinforcement learning (PbRL) can enable robots to learn to perform tasks based on an individual's preferences without requiring a hand-crafted reward function. Ho…