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A far-sighted approach to machine learning

A new technique enables artificial intelligence agents to think much farther into the future when considering how their behaviors can influence the behaviors of other AI agents, toward the completion of a task. This approach improves long-term performance of cooperative or competitive AI agents. ....

Richardc Maclaurin , Laboratory For Information , Watson Ai Lab , Quebec Artificial Intelligence Institute , Oxford University , Dong Ki Kim , Decision Systems , Mila Quebec Artificial Intelligence Institute , Neural Information Processing , Jonathanp How , Ultiagent Reinforcement Learning , Reinforcement Learning , Machine Learning , Ptimization Objectives ,