Yashaswi Pathak
3 papers · 2020–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
drug discovery
(2)
molecular generation
(2)
message passing
(1)
continuous action space
(1)
molecular graph
(1)
drug design
(1)
continuous action
(1)
molecular property prediction
(1)
message passing neural network
(1)
chemical space
(1)
synthetic accessibility
(1)
de novo design
(1)
graph neural network
(1)
actor critic
(1)
drug-like molecule
(1)
solvation free energy
(1)
multi-action handling
(1)
reinforcement learning
(1)
pharmacokinetic property
(1)
policy gradient
(1)
Papers
Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery
AAAI 2021
Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules
AAAI 2020
Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
ICML 2020