When AI meets simulation: going beyond the limits of data-driven and simulation-driven ML, and RL @ Hub France IA

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How can Simulation + Humans help create a new generation of AIs able to new challenges?

I this talk I gave at Hub France IA, I show how reinforcement learning (RL) can leverage simulated environment to go beyond dataset-driven machine learning techniques make more optimal and more creative decisions. In turn, I explain how creating common experiences betwen AIs and Humans can overcome limitations of RL, an approach facilitated by Cogment the framework we develop at AIR.