Bandit-Based Policy Invariant Explicit Shaping for Incorporating External Advice in Reinforcement Learning

Yash Satsangi, Paniz Behboudian

A key challenge for a reinforcement learning (RL) agent is to incorporate external/expert1 advice in its learning. The desired goals of an algorithm that can shape the learning of…