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1. fast-adversarial-training fast-adversarial-training Public

   Training robust models takes a looong time since generating adversaries is so expensive. We design a parallel algorithm for training large robust models using PyTorch C++/MPI and show it runs fast!

   C++

2. ai-traffic-control ai-traffic-control Public

   Reinforcement Learning for Traffic Signal Optimization. We significantly reduce travel time compared to existing signal timing methods by training RL agents with omnipresent induction sensor data.

   Python 1

3. Terminal-Live Terminal-Live Public

   Our winning algorithm for the 2020 Terminal Live competition at Harvard-MIT. We won every round in the finals!

   Python 1

4. TrafficSense TrafficSense Public

   A traffic simulation game! Can you control the traffic lights in a city optimally to beat the traffic? Don't crash the cars!

   Swift 1 1

5. Simply-ML Simply-ML Public

   JavaScript

6. SceneKitTester SceneKitTester Public

   Scene Kit testing app

   Swift