Advances in Preference-based Reinforcement Learning: A Review

Youssef Abdelkareem, Shady Shehata, Fakhri Karray

Reinforcement Learning (RL) algorithms suffer from the dependency on accurately engineered reward functions to properly guide the learning agents to do the required tasks. Preferen…