Preference Transformer: Modeling Human Preferences using Transformers for RL

Changyeon Kim, Jongjin Park, Jinwoo Shin +3

Preference-based reinforcement learning (RL) provides a framework to train agents using human preferences between two behaviors. However, preference-based RL has been challenging t…