Using Natural Language for Reward Shaping in Reinforcement Learning

Prasoon Goyal, Scott Niekum, Raymond J. Mooney

Recent reinforcement learning (RL) approaches have shown strong performance in complex domains such as Atari games, but are often highly sample inefficient. A common approach to re…