Improving Reinforcement Learning with Human Assistance: An Argument for Human Subject Studies with HIPPO Gym

Matthew E. Taylor, Nicholas Nissen, Yuan Wang +1

Reinforcement learning (RL) is a popular machine learning paradigm for game playing, robotics control, and other sequential decision tasks. However, RL agents often have long learn…