Muhammad Burhan Hafez
Muhammad Burhan Hafez
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TitleCited byYear
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
Topological Q-learning with internally guided exploration for mobile robot navigation
MB Hafez, CK Loo
Neural Computing and Applications 26 (8), 1939-1954, 2015
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
arXiv preprint arXiv:1905.01718, 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
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