Aws Al Jumaily

Joined

June 2022

Names

Aws Al Jumaily (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@brocku.ca (Confirmed)

Personal Links

Career & Education History

MS student

Brock University (brocku.ca)

2023 – 2025

Undergrad student

Brock University (brocku.ca)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

Machine Learning

2021 – 2023

Bioinformatics

2021 – 2023

Publications

SMORE-DRL: Scalable Multi-Objective Robust and Efficient Deep Reinforcement Learning for Molecular Optimization
Aws Al Jumaily, Nicholas Aksamit, Yage Zhang, Mohammad Sajjad Ghaemi, Jinqiang Hou, Hsu Kiang Ooi, Yifeng Li
- AIDrugX Poster
- Readers: Everyone
SMORE-DRL: Scalable Multi-Objective Robust and Efficient Deep Reinforcement Learning for Molecular Optimization
Aws Al Jumaily, Nicholas Aksamit, Yage Zhang, Mohammad Sajjad Ghaemi, Jinqiang Hou, Hsu Kiang Ooi, Yifeng Li
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Examining multi-objective deep reinforcement learning frameworks for molecular design
Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li
- Biosyst. 2023
- Readers: Everyone
Exploring Multi-Objective Deep Reinforcement Learning Methods for Drug Design
Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li
- 2022 (modified: 18 Apr 2023)
- CIBCB 2022
- Readers: Everyone

Co-Authors