Haitham Bou-Ammar

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Rasul TutunovMassachusetts Institute of TechnologyGeverifieerd e-mailadres voor mit.edu
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolGeverifieerd e-mailadres voor google.com
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityGeverifieerd e-mailadres voor maastrichtuniversity.nl
Jun WangProfessor, Computer Science, University College LondonGeverifieerd e-mailadres voor cs.ucl.ac.uk
Matthew E. TaylorAssociate Professor, University of AlbertaGeverifieerd e-mailadres voor ualberta.ca
Eric EatonUniversity of PennsylvaniaGeverifieerd e-mailadres voor cis.upenn.edu
Alexander I. Cowen-RiversDeepMindGeverifieerd e-mailadres voor deepmind.com
Decebal Constantin MocanuAssociate Professor in Machine Learning, University of Luxembourg, TU EindhovenGeverifieerd e-mailadres voor uni.lu
Antoine GrosnitResearch Scientist, Noah's Ark lab, LondonGeverifieerd e-mailadres voor huawei.com
Kurt DriessensAssociate Professor, Maastricht UniversityGeverifieerd e-mailadres voor maastrichtuniversity.nl
Siqi ChenTianjin UniversityGeverifieerd e-mailadres voor tju.edu.cn
Antonio LiottaProfessor at Faculty of Engineering, University of Bozen-Bolzano, ItalyGeverifieerd e-mailadres voor unibz.it
Felix LeibfriedEisler CapitalGeverifieerd e-mailadres voor eislercapital.com
Ali JadbabaieJR East Professor of Engineering, MITGeverifieerd e-mailadres voor mit.edu
Jan PetersProfessor for Intelligent Autonomous Systems at Technische Universität DarmstadtGeverifieerd e-mailadres voor ias.tu-darmstadt.de
Bijan Ranjbar-SahraeiFreelance Data ScientistGeverifieerd e-mailadres voor mydataexpert.nl
Holger VoosUniversity of Luxembourg, SnT Automation & Robotics Research GroupGeverifieerd e-mailadres voor uni.lu
Aivar Sootlaresearch associateGeverifieerd e-mailadres voor eng.ox.ac.uk
Yaodong YangAssistant Professor@Peking UniversityGeverifieerd e-mailadres voor pku.edu.cn
Ryan-Rhys GriffithsMeta ResearchGeverifieerd e-mailadres voor cam.ac.uk

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Haitham Bou-Ammar

Reinforcement Learning Team Leader @ Huawei London & H. Assistant Professor @ UCL

Geverifieerd e-mailadres voor huawei.com

Machine Learning Reinforcement Learning Optimisation Variational Inference


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, M Taylor International conference on machine learning, 1206-1214, 2014	170	2014
Controller design for quadrotor uavs using reinforcement learning H Bou-Ammar, H Voos, W Ertel 2010 IEEE International Conference on Control Applications, 2130-2135, 2010	119	2010
Smarts: Scalable multi-agent reinforcement learning training school for autonomous driving M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... arXiv preprint arXiv:2010.09776, 2020	113	2020
An automated measure of mdp similarity for transfer in reinforcement learning HB Ammar, E Eaton, ME Taylor, DC Mocanu, K Driessens, G Weiss, ... Workshops at the twenty-eighth AAAI conference on artificial intelligence 1, 2014	96	2014
Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning HB Ammar, E Eaton, JM Luna, P Ruvolo Twenty-fourth international joint conference on artificial intelligence, 2015	83	2015
Unsupervised cross-domain transfer in policy gradient reinforcement learning via manifold alignment HB Ammar, E Eaton, P Ruvolo, M Taylor Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015	80	2015
HEBO: pushing the limits of sample-efficient hyper-parameter optimisation AI Cowen-Rivers, W Lyu, R Tutunov, Z Wang, A Grosnit, RR Griffiths, ... Journal of Artificial Intelligence Research 74, 1269-1349, 2022	79*	2022
Reinforcement learning transfer via sparse coding HB Ammar, K Tuyls, ME Taylor, K Driessens, G Weiss Proceedings of the 11th international conference on autonomous agents and …, 2012	71	2012
Safe policy search for lifelong reinforcement learning with sublinear regret HB Ammar, R Tutunov, E Eaton International Conference on Machine Learning, 2361-2369, 2015	65	2015
Distributed newton method for large-scale consensus optimization R Tutunov, H Bou-Ammar, A Jadbabaie IEEE Transactions on Automatic Control 64 (10), 3983-3994, 2019	59	2019
Theoretically-grounded policy advice from multiple teachers in reinforcement learning settings with applications to negative transfer Y Zhan, HB Ammar arXiv preprint arXiv:1604.03986, 2016	57	2016
Wasserstein robust reinforcement learning MA Abdullah, H Ren, HB Ammar, V Milenkovic, R Luo, M Zhang, J Wang arXiv preprint arXiv:1907.13196, 2019	54	2019
Balancing two-player stochastic games with soft q-learning J Grau-Moya, F Leibfried, H Bou-Ammar arXiv preprint arXiv:1802.03216, 2018	52	2018
Nonlinear tracking and landing controller for quadrotor aerial robots H Voos, H Bou-Ammar Control Applications (CCA), 2010 IEEE International Conference on, 2136-2141, 2010	51	2010
Factored four way conditional restricted boltzmann machines for activity recognition DC Mocanu, HB Ammar, D Lowet, K Driessens, A Liotta, G Weiss, K Tuyls Pattern Recognition Letters 66, 100-108, 2015	49	2015
Evolution of cooperation in arbitrary complex networks B Ranjbar-Sahraei, H Bou Ammar, D Bloembergen, K Tuyls, G Weiss Proceedings of the 2014 international conference on Autonomous agents and …, 2014	49	2014
High-dimensional Bayesian optimisation with variational autoencoders and deep metric learning A Grosnit, R Tutunov, AM Maraval, RR Griffiths, AI Cowen-Rivers, L Yang, ... arXiv preprint arXiv:2106.03609, 2021	40	2021
Optimizing complex automated negotiation using sparse pseudo-input gaussian processes S Chen, HB Ammar, K Tuyls, G Weiss Proceedings of the 2013 international conference on Autonomous agents and …, 2013	34	2013
Reduced reference image quality assessment via boltzmann machines DC Mocanu, G Exarchakos, HB Ammar, A Liotta 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2015	33	2015
Automatically mapped transfer between reinforcement learning tasks via three-way restricted boltzmann machines HB Ammar, DC Mocanu, ME Taylor, K Driessens, K Tuyls, G Weiss Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013	33	2013

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