Muhammad Burhan Hafez
Muhammad Burhan Hafez
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TitleCited byYear
Topological Q-learning with internally guided exploration for mobile robot navigation
MB Hafez, CK Loo
Neural Computing and Applications 26 (8), 1939-1954, 2015
Curiosity-Driven Exploration Enhances Motor Skills of Continuous Actor-Critic Learner
MB Hafez, C Weber, S Wermter
7th Joint IEEE International Conferences on Development and Learning and …, 2017
Application of fuzzy regression model for real estate price prediction
AG Sarip, MB Hafez, MN Daud
Malaysian Journal of Computer Science 29 (1), 15-27, 2016
Deep intrinsically motivated continuous actor-critic for efficient robotic visuomotor skill learning
MB Hafez, C Weber, M Kerzel, S Wermter
Paladyn, Journal of Behavioral Robotics 10 (1), 14-29, 2019
Slowness-based neural visuomotor control with an Intrinsically motivated Continuous Actor-Critic
MB Hafez, M Kerzel, C Weber, S Wermter
Proceedings of the 26th European Symposium on Artificial Neural Networks …, 2018
Fuzzy logic application for house price prediction
AG Sarip, MB Hafez
International Journal of Property Sciences (E-ISSN: 2229-8568) 5 (1), 2015
Curiosity-based topological reinforcement learning
MB Hafez, CK Loo
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on …, 2014
Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning
MB Hafez, C Weber, M Kerzel, S Wermter
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
Efficient Intrinsically Motivated Robotic Grasping with Learning-Adaptive Imagination in Latent Space
MB Hafez, C Weber, M Kerzel, S Wermter
9th Joint IEEE International Conference on Development and Learning and on …, 2019
Topology-based Reinforcement Learning for Mobile Robot Navigation
MB Hafez
Fakulti Sains Komputer dan Teknologi MaklUmat, Universiti Malaya, 2015
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