“Reinforcement Learning in Traffic Signal Control” In this talk, I will present recent results from the TensorCell research group on reinforcement learning for traffic signal control. Independent agents controlling traffic at different intersections are trained using the IDQN and IPPO […]
Empowering Personalization: The Role of UX in Training AI Models As AI and UX continue to evolve, personalization is becoming the core of the digital experience. But how do we design AI-driven features that deliver truly personalized interactions? It all […]
“Beyond Translation: Nature-Driven Deep Learning Architectures for Biological Analysis” Recent advances in deep learning have revolutionized many fields, yet their application to biological systems often overlooks crucial domain-specific constraints. We present a novel framework that fundamentally integrates biological invariances into […]
