Sherif M. Abdelfattah

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Gaussian Mixture

State And Action Spaces

Reinforcement Learning

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Cogn. Dev. Syst.

Frontiers Neurorobotics

University of New South Wales, Sydney, Australia (PHD)

Education History

University of New South Wales, Sydney, Australia

PHD

Publications

Sherif M. Abdelfattah, Kathryn E. Kasmarik, Jiankun Hu
A Robust Policy Bootstrapping Algorithm for Multi-objective Reinforcement Learning in Non-stationary Environments. CoRR (2023)
Sherif M. Abdelfattah, Kathryn E. Merrick, Jiankun Hu
Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes. CoRR (2023)
Sherif M. Abdelfattah, Kathryn E. Merrick, Jiankun Hu
Intrinsically Motivated Hierarchical Policy Learning in Multiobjective Markov Decision Processes. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Sherif M. Abdelfattah, Kathryn Kasmarik, Jiankun Hu
A robust policy bootstrapping algorithm for multi-objective reinforcement learning in non-stationary environments. Adapt. Behav. 28 (4) (2020)
Min Wang, Sherif M. Abdelfattah, Nour Moustafa, Jiankun Hu
Deep Gaussian Mixture-Hidden Markov Model for Classification of EEG Signals. IEEE Trans. Emerg. Top. Comput. Intell. 2 (4) (2018)
Sherif M. Abdelfattah, Kathryn Kasmarik, Jiankun Hu
Evolving Robust Policy Coverage Sets in Multi-Objective Markov Decision Processes Through Intrinsically Motivated Self-Play. Frontiers Neurorobotics 12 (2018)
Sherif M. Abdelfattah, Ghodai M. Abdelrahman, Min Wang
Augmenting The Size of EEG datasets Using Generative Adversarial Networks. IJCNN (2018)
Sherif M. Abdelfattah, Kathryn E. Merrick, Hussein A. Abbass
Eye movements as information markers in EEG data. SSCI (2016)