New method uses crowdsourced feedback to help train robots :

A new technique enables an AI agent to be guided by data crowdsourced asynchronously from nonexpert human users as it learns to complete a task through reinforcement learning. The method trains the robot faster and better than other approaches.

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Pulkit Agrawal , Marcel Torne , Abhishek Gupta , Improbable Ai Lab , University Of Washington , Harvard University , Watson Ai Lab , Artificial Intelligence Laboratory , Department Of Electrical Engineering , Electrical Engineering , Computer Science , Neural Information Processing Systems , Human Guided Exploration , Robot Learning , Pulkit Agarwal , Reinforcement Learning ,