Towards Empathic Deep Q-Learning

26 Jun 2019Bart BussmannJacqueline HeinermanJoel Lehman

As reinforcement learning (RL) scales to solve increasingly complex tasks, interest continues to grow in the fields of AI safety and machine ethics. As a contribution to these fields, this paper introduces an extension to Deep Q-Networks (DQNs), called Empathic DQN, that is loosely inspired both by empathy and the golden rule ("Do unto others as you would have them do unto you")... (read more)

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