Haitham Bou-Ammar

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Rasul TutunovMassachusetts Institute of TechnologyEmail verificata su mit.edu
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolEmail verificata su google.com
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityEmail verificata su maastrichtuniversity.nl
Jun WangProfessor, Computer Science, University College LondonEmail verificata su cs.ucl.ac.uk
Matthew E. TaylorAssociate Professor, University of AlbertaEmail verificata su ualberta.ca
Eric EatonUniversity of PennsylvaniaEmail verificata su cis.upenn.edu
Alexander I. Cowen-RiversNoahs Ark R&DEmail verificata su huawei.com
Decebal Constantin MocanuAssistant Professor at University of Twente, Eindhoven University of TechnologyEmail verificata su utwente.nl
Antoine GrosnitResearch Scientist, Noah's Ark lab, LondonEmail verificata su huawei.com
Kurt DriessensAssociate Professor, Maastricht UniversityEmail verificata su maastrichtuniversity.nl
Antonio LiottaProfessor at Faculty of Engineering, University of Bozen-Bolzano, ItalyEmail verificata su unibz.it
Siqi ChenTianjin UniversityEmail verificata su tju.edu.cn
Felix LeibfriedEisler CapitalEmail verificata su eislercapital.com
Ali JadbabaieJR East Professor of Engineering, MITEmail verificata su mit.edu
Bijan Ranjbar-SahraeiFreelance Data ScientistEmail verificata su mydataexpert.nl
Holger VoosUniversity of Luxembourg, SnT Automation & Robotics Research GroupEmail verificata su uni.lu
Jan PetersProfessor for Intelligent Autonomous Systems at Technische Universität DarmstadtEmail verificata su ias.tu-darmstadt.de
Yaodong YangAssistant Professor@Peking UniversityEmail verificata su pku.edu.cn
Aivar Sootlaresearch associateEmail verificata su eng.ox.ac.uk
Daan BloembergenAI Researcher, City of AmsterdamEmail verificata su amsterdam.nl

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Haitham Bou-Ammar

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

Email verificata su huawei.com

Machine Learning Reinforcement Learning Optimisation Variational Inference


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, M Taylor International conference on machine learning, 1206-1214, 2014	164	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	118	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	98*	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	94	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	79	2015
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	70	2012
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	68*	2022
Safe policy search for lifelong reinforcement learning with sublinear regret HB Ammar, R Tutunov, E Eaton International Conference on Machine Learning, 2361-2369, 2015	62	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	58	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	55	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	53	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	48	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	48	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	35	2021
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
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	33	2013
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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