Hashem Haghbayan

Explicitly teaching robots about physical constraints like obstacle avoidance significantly boosts their reliability and performance, even when learning from demonstrations.

Mobile robots can now navigate uneven terrain with significantly improved energy efficiency thanks to a novel reinforcement learning approach that doesn't require prior knowledge of the environment.