Encyclopedia Autonomica

Encyclopedia Autonomica

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Encyclopedia Autonomica
Encyclopedia Autonomica
Reasoning In Autonomous Driving

Reasoning In Autonomous Driving

How interactive agents, human-in-the-loop learning, and embodied reasoning can make autonomy in mobility safer and smarter.

Jan Daniel Semrau (MFin, CAIO)'s avatar
Jan Daniel Semrau (MFin, CAIO)
May 11, 2025
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Encyclopedia Autonomica
Encyclopedia Autonomica
Reasoning In Autonomous Driving
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Reasoning models will likely never make split-second decisions in live traffic. That doesn’t mean that reasoning agents can’t be useful for autonomous driving. Most AI that has been deployed in production is still quite static and can reason over the world model nor actually learn from new concepts or knowledge.

In this analysis, I am evaluating the fin…

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