autonomous cars

AlpamayoR1: Large Causal Reasoning Models for Autonomous Driving

took the world of autonomous driving by storm with their recent AlpamayoR1 architecture integrating a big Vision-Language Model as a causally-grounded reasoning backbone. This release, accompanied by a brand new large-scale dataset and...

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

One might encounter various frustrating difficulties when attempting to numerically solve a difficult nonlinear and nonconvex optimal control problem. In this text I'll consider such a difficult problem, that of finding the shortest path...

3 Questions: Honing robot perception and mapping

IEEE Transactions on Robotics Q: Currently your labs are focused on increasing the...

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