From Wet Lab to RL Env: 10,000 Drug-Discovery Campaigns in a Weekend — Ian Quigley, Leash Bio
Leash Bio details how DNA-encoded libraries (DELs) scale drug discovery data to 40 trillion molecules. They explore using advanced ML models and RL agents to predict protein-small molecule binding, while rigorously addressing model limitations like memorization and data bias.
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