Haitham Bou-Ammar

Cited by

	All	Since 2018
Citations	2281	1787
h-index	28	25
i10-index	47	40

440

220

110

330

20122013201420152016201720182019202020212022202312 24 53 105 139 143 176 193 243 324 417 429

Public access

View all

6 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Rasul TutunovMassachusetts Institute of TechnologyVerified email at mit.edu
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolVerified email at google.com
Jun WangProfessor, Computer Science, University College LondonVerified email at cs.ucl.ac.uk
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityVerified email at maastrichtuniversity.nl
Matthew E. TaylorAssociate Professor, University of AlbertaVerified email at ualberta.ca
Alexander I. Cowen-RiversDeepMindVerified email at deepmind.com
Eric EatonUniversity of PennsylvaniaVerified email at cis.upenn.edu
Antoine GrosnitResearch Scientist, Noah's Ark lab, LondonVerified email at huawei.com
Decebal Constantin MocanuAssociate Professor in Machine Learning, University of Luxembourg, TU EindhovenVerified email at uni.lu
Kurt DriessensAssociate Professor, Maastricht UniversityVerified email at maastrichtuniversity.nl
Jan PetersProfessor for Intelligent Autonomous Systems at Technische Universität DarmstadtVerified email at ias.tu-darmstadt.de
Siqi ChenTianjin UniversityVerified email at tju.edu.cn
Antonio LiottaProfessor at Faculty of Engineering, University of Bozen-Bolzano, ItalyVerified email at unibz.it
Felix LeibfriedEisler CapitalVerified email at eislercapital.com
Ali JadbabaieJR East Professor of Engineering, MITVerified email at mit.edu
Aivar Sootlaresearch associateVerified email at eng.ox.ac.uk
Bijan Ranjbar-SahraeiFreelance Data ScientistVerified email at mydataexpert.nl
Holger VoosUniversity of Luxembourg, SnT Automation & Robotics Research GroupVerified email at uni.lu
Yaodong YangBOYA (博雅) Assistant Professor at Peking UniversityVerified email at pku.edu.cn
Ryan-Rhys GriffithsMeta ResearchVerified email at cam.ac.uk

Haitham Bou-Ammar

RL-Team Leader, BO-Team Leader, MAS-Team Leader @ Huawei London & H. Assistant Professor @ UCL

Verified email at huawei.com

Machine Learning Reinforcement Learning Optimisation Variational Inference


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, M Taylor International conference on machine learning, 1206-1214, 2014	185	2014
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	138	2020
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	125	2010
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	116*	2022
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	104	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	97	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	87	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	73	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	70	2015
Wasserstein robust reinforcement learning MA Abdullah, H Ren, HB Ammar, V Milenkovic, R Luo, M Zhang, J Wang arXiv preprint arXiv:1907.13196, 2019	65	2019
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	65	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	61	2016
Balancing two-player stochastic games with soft q-learning J Grau-Moya, F Leibfried, H Bou-Ammar arXiv preprint arXiv:1802.03216, 2018	54	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
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
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
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	46	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	34	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	34	2013
Reinforcement learning transfer via common subspaces HB Ammar, ME Taylor Adaptive and Learning Agents: International Workshop, ALA 2011, Held at …, 2012	33*	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors