Dhanvin Mehta, CSE PhD student, is working on the Risk Aware Multi-Policy Decision Making algorithm to help guide robots in uncertain environments with constantly changing variables, such as for autonomous vehicles driving among pedestrians who can suddenly change direction or speed without signalling. The algorithm takes into account potentially dangerous outcomes in the near future and adjusts to each unique situation, making the best decision possible.
Risk-aware autonomy – moving artificial intelligence forward
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