Mohamed Elsayed

PhD student, University of Alberta

Joined

October 2022

Names

Mohamed Elsayed (Preferred)

Emails

****@ualberta.ca (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of Alberta (ualberta.ca)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Rupam Mahmood

2022 – Present

Expertise

continual learning

Present

deep reinforcement learning

Present

streaming learning

Present

Publications

Sequence Learning from Continuous Streams of Data
Mohamed Elsayed, A. Rupam Mahmood
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Extending Differential Temporal Difference Methods to Episodic Problems
Kris De Asis, Mohamed Elsayed, Jiamin He
- Submitted to ICLR 2026
- Readers: Everyone
Multi-stream Sequence Learning
Mohamed Elsayed, A. Rupam Mahmood
- ES-FoMo III
- Readers: Everyone
Deep Reinforcement Learning Without Experience Replay, Target Networks, or Batch Updates
Mohamed Elsayed, Gautham Vasan, A. Rupam Mahmood
- FITML 2024 Poster
- Readers: Everyone
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
Gautham Vasan, Mohamed Elsayed, Seyed Alireza Azimi, Jiamin He, Fahim Shahriar, Colin Bellinger, Martha White, A. Rupam Mahmood
- NeurIPS 2024 poster
- Readers: Everyone
Weight Clipping for Deep Continual and Reinforcement Learning
Mohamed Elsayed, Qingfeng Lan, Clare Lyle, A. Rupam Mahmood
- RLC 2024
- Readers: Everyone
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
Mohamed Elsayed, Homayoon Farrahi, Felix Dangel, A. Rupam Mahmood
- ICML 2024 Poster
- Readers: Everyone
Weight Clipping for Deep Continual and Reinforcement Learning
Mohamed Elsayed, Qingfeng Lan, Clare Lyle, A. Rupam Mahmood
- CoRR 2024
- Readers: Everyone
Utility-based Perturbed Gradient Descent: An Optimizer for Continual Learning
Mohamed Elsayed, A. Rupam Mahmood
- NeurIPS 2023 Workshop Poster
- Readers: Everyone
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
Mohamed Elsayed, A. Rupam Mahmood
- ICLR 2024 poster
- Readers: Everyone

View all 11 publications

Mohamed Elsayed

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors