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Mohamed Elsayed
Mohamed Elsayed
PhD student @ University of Alberta
Verified email at ualberta.ca - Homepage
Title
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Year
Smarts: An open-source scalable multi-agent rl training school for autonomous driving
M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ...
Conference on robot learning, 264-285, 2021
2252021
Addressing loss of plasticity and catastrophic forgetting in continual learning
M Elsayed, AR Mahmood
arXiv preprint arXiv:2404.00781, 2024
29*2024
Linear and nonlinear feature extraction for neural seizure detection
MA Elgammal, OA Elkhouly, H Elhosary, M Elsayed, AN Mohieldin, ...
2018 IEEE 61st International Midwest Symposium on Circuits and Systems …, 2018
122018
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
M Elsayed, H Farrahi, F Dangel, AR Mahmood
arXiv preprint arXiv:2406.03276, 2024
10*2024
ULTRA: A reinforcement learning generalization benchmark for autonomous driving
M Elsayed, K Hassanzadeh, NM Nguyen, M Alban, X Zhu, D Graves, ...
Proceedings of the 34th International Conference on Neural Information …, 2020
92020
Weight clipping for deep continual and reinforcement learning
M Elsayed, Q Lan, C Lyle, AR Mahmood
arXiv preprint arXiv:2407.01704, 2024
72024
Investigating Generate and Test for Online Representation Search with Softmax Outputs
M Elsayed
22022
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
G Vasan, M Elsayed, A Azimi, J He, F Shariar, C Bellinger, M White, ...
arXiv preprint arXiv:2411.15370, 2024
12024
Streaming Deep Reinforcement Learning Finally Works
M Elsayed, G Vasan, AR Mahmood
arXiv preprint arXiv:2410.14606, 2024
12024
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Articles 1–9