Combining Reinforcement Learning and Generative Models for de novo Drug Design

BLISS Speaker Series #12

Abstract

We use our work Offline RL for generative design of protein binders (Tarasov et al., 2023) to introduce how Reinforcement Learning can be applied to the generation of new molecules with targeted chemical properties.

Date
2024-12-17 06:45
Location
Technical University Berlin
Berlin, Berlin
Miguel Arbesú Andrés
Miguel Arbesú Andrés
Researcher in Bio ∩ AI

A chemist turned computational biologist.