Yashaswi Pathak

According to our database, Yashaswi Pathak authored at least 6 papers between 2020 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Learning Atomic Interactions through Solvation Free Energy Prediction Using Graph Neural Networks.

Yashaswi Pathak, Sarvesh Mehta, U. Deva Priyakumar

J. Chem. Inf. Model., 2021

Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery.

Sai Krishna Gottipati, Yashaswi Pathak, Boris Sattarov, Sahir, Rohan Nuttall, Mohammad Amini, Matthew E. Taylor, Sarath Chandar

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

BAND NN: A Deep Learning Framework for Energy Prediction and Geometry Optimization of Organic Small Molecules.

Siddhartha Laghuvarapu, Yashaswi Pathak, U. Deva Priyakumar

J. Comput. Chem., 2020

Maximum Reward Formulation In Reinforcement Learning.

Sai Krishna Gottipati, Yashaswi Pathak, Rohan Nuttall, Sahir, Raviteja Chunduru, Ahmed Touati, Sriram Ganapathi Subramanian, Matthew E. Taylor, Sarath Chandar

CoRR, 2020

Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning.

Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, Yashaswi Pathak, Haoran Wei, Shengchao Liu, Simon Blackburn, Karam M. J. Thomas, Connor W. Coley, Jian Tang, Sarath Chandar, Yoshua Bengio

Proceedings of the 37th International Conference on Machine Learning, 2020

Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules.

Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta, U. Deva Priyakumar

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020