Transportation consumes 30% of energy and emits 50% of all NOx (nitrogen oxide, precursor to particulate matter and ozone) and black carbon pollution in the U.S. The new capabilities are deep reinforcement learning applied to transportation and the environment and will be developed within the context of two new research concepts that have the potential for significant return on investment (both dollars and intellectual capital). 

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