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Author: Ritwik Gupta

Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment
Categories Machine Learning

Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment

  • By Ritwik Gupta
  • August 25, 2025

Training Diffusion Models with Reinforcement Learning We deployed 100 reinforcement learning (RL)-controlled cars into rush-hour highway traffic to smooth congestion and reduce fuel consumption…

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Categories Machine Learning

Repurposing Protein Folding Models for Generation with Latent Diffusion

  • By Ritwik Gupta
  • August 24, 2025

PLAID is a multimodal generative model that simultaneously generates protein 1D sequence and 3D structure, by learning the latent space of protein folding models.…

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