Discover Latent Biology with Mechanistic Reinforcement Learning

Beyond Representations, Directly Learning Hidden Biological States

Machine learning (AI) shows great promise in theory but often fails to deliver sufficient impact on real-world biological problems. While existing machine learning techniques learn artificial continuous representations of the data, at ReinBio, we focus on directly modeling discrete mechanistic biological states of interest through biologically grounded generative models.