Sumana Basu

Joined

February 2022

Names

Sumana Basu (Preferred)

Emails

****@mail.mcgill.ca (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

McGill University, McGill University (mail.mcgill.ca)

2018 – 2024

MS student

McGill University, McGill University (mail.mcgill.ca)

2016 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Doina Precup

2018 – 2023

PhD Advisor

Adriana Romero

2018 – 2023

Expertise

Reinforcement Learning

2018 – 2023

Deep Reinforcement Learning for Healthcare Applications

2018 – 2023

Deep Learning and Medical Imaging

2016 – 2018

Publications

ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents
Manasi Sharma, Chen Bo Calvin Zhang, Chaithanya Bandi, Clinton Wang, Ankit Aich, Huy Nghiem, Tahseen Rabbani, Ye Htet, Brian Jang, Sumana Basu, Aishwarya Balwani, Denis Peskoff, Marcos Ayestaran, Sean M. Hendryx, Brad Kenstler, Bing Liu
- ICLR 2026 Poster
- Readers: Everyone
Reward the Reward Designer: Making Reinforcement Learning Useful for Clinical Decision Making
Sumana Basu, Adriana Romero-Soriano, Doina Precup
- WiML @ NeurIPS 2025
- Readers: Everyone
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
Flemming Kondrup, Thomas Jiralerspong, Elaine Lau, Nathan de Lara, Jacob Shkrob, My Duc Tran, Doina Precup, Sumana Basu
- AAAI 2023
- Readers: Everyone
On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
Sumana Basu, Marc-André Legault, Adriana Romero-Soriano, Doina Precup
- CoRR 2023
- Readers: Everyone
On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
Sumana Basu, Marc-André Legault, Adriana Romero-Soriano, Doina Precup
- AAAI 2023
- Readers: Everyone
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
Flemming Kondrup, Thomas Jiralerspong, Elaine Lau, Nathan de Lara, Jacob Shkrob, My Duc Tran, Doina Precup, Sumana Basu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Active MR k-space Sampling with Reinforcement Learning
Luis Pineda, Sumana Basu, Adriana Romero, Roberto Calandra, Michal Drozdzal
- 2020 (modified: 19 Apr 2024)
- CoRR 2020
- Readers: Everyone
Active MR k-space Sampling with Reinforcement Learning
Luis Pineda, Sumana Basu, Adriana Romero, Roberto Calandra, Michal Drozdzal
- 2020 (modified: 21 Sept 2022)
- MICCAI (2) 2020
- Readers: Everyone
Option-Critic in Cooperative Multi-agent Systems
Jhelum Chakravorty, Patrick Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup
- 2020 (modified: 09 Jan 2023)
- AAMAS 2020
- Readers: Everyone
Early Prediction of Alzheimer's Disease Progression Using Variational Autoencoders
Sumana Basu, Konrad Wagstyl, Azar Zandifar, D. Louis Collins, Adriana Romero, Doina Precup
- MICCAI (4) 2019
- Readers: Everyone

View all 11 publications

Co-Authors

View all 37 co-authors