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Nomos
Finalist
Rank #4
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Nomos

by Nomos

The end of the traffic light.

Demo Video

About This Project

By 2040 we expect almost every car to drive itself. So why are we still sitting in traffic?

Nomos trained an entire city of self-driving cars to cooperate with multi-agent reinforcement learning on real San Francisco roads. We cut out traffic lights and stop signs. We have hundreds of cars learning to flow together.

Tracks

ML Research
Gaming & Worldsims
Most Viral Winner

Built With

Claude
Deep Learning
HTML/CSS
Jax
Multi-Agent RL
Newtonian Physics
Non-Stationary RL
Python
Reinforcement Learning
Spatial Intelligence
Vercel

Repository

Python79%JavaScript13.9%HTML5.1%CSS2%
Last commit 1 month ago

Submitted June 21, 2026 at 12:14 AM