Generalizing Across Multi-Objective Reward Functions in Deep Reinforcement Learning

Eli Friedman, Fred Fontaine

Many reinforcement-learning researchers treat the reward function as a part of the environment, meaning that the agent can only know the reward of a state if it encounters that sta…