How can Simulation + Humans help create a new generation of AIs able to new challenges?
I this talk I gave at Hub France IA (www.hub-franceia.fr), 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 (www.cogment.ai) the framework we develop at AIR (www.ai-r.com).