Haitham Bou-Ammar

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Soavtorji

Rasul TutunovMassachusetts Institute of TechnologyPreverjeni e-poštni naslov na mit.edu
Jun WangProfessor, Computer Science, University College LondonPreverjeni e-poštni naslov na cs.ucl.ac.uk
Karl TuylsResearch Scientist Meta AI, ex-Google DeepMind, Prof at University of LiverpoolPreverjeni e-poštni naslov na meta.com
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityPreverjeni e-poštni naslov na maastrichtuniversity.nl
Antoine GrosnitResearch Scientist, Noah's Ark lab, LondonPreverjeni e-poštni naslov na huawei.com
Alexander I. Cowen-RiversDeepMindPreverjeni e-poštni naslov na deepmind.com
Matthew E. TaylorProfessor, University of AlbertaPreverjeni e-poštni naslov na ualberta.ca
Eric EatonUniversity of PennsylvaniaPreverjeni e-poštni naslov na cis.upenn.edu
Jan PetersProfessor for Intelligent Autonomous Systems/TU Darmstadt, Dept. Head/German AI Research Center DFKIPreverjeni e-poštni naslov na ias.tu-darmstadt.de
Decebal Constantin MocanuAssociate Professor in Machine Learning, University of Luxembourg, TU EindhovenPreverjeni e-poštni naslov na uni.lu
Aivar Sootlaresearch associatePreverjeni e-poštni naslov na eng.ox.ac.uk
Kurt DriessensAssociate Professor, Maastricht UniversityPreverjeni e-poštni naslov na maastrichtuniversity.nl
Alexandre MaravalHuawei R&D UKPreverjeni e-poštni naslov na huawei.com
Siqi ChenTianjin UniversityPreverjeni e-poštni naslov na tju.edu.cn
Ali JadbabaieJR East Professor of Engineering, MITPreverjeni e-poštni naslov na mit.edu
Antonio LiottaProfessor at Faculty of Engineering, University of Bozen-Bolzano, ItalyPreverjeni e-poštni naslov na unibz.it
Bijan Ranjbar-SahraeiFreelance Data ScientistPreverjeni e-poštni naslov na mydataexpert.nl
Ryan-Rhys GriffithsFutureHouse | University of CambridgePreverjeni e-poštni naslov na futurehouse.org
Davide TateoResearch group leader at Technische Universität DarmstadtPreverjeni e-poštni naslov na ias.informatik.tu-darmstadt.de
Puze LiuGerman Research Center for AI (DFKI)Preverjeni e-poštni naslov na dfki.de

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Haitham Bou-Ammar

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

Preverjeni e-poštni naslov na huawei.com

Machine Learning Reinforcement Learning Optimisation Variational Inference


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Smarts: An open-source scalable multi-agent rl training school for autonomous driving M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... Conference on robot learning, 264-285, 2021	238	2021
Online multi-task learning for policy gradient methods HB Ammar, E Eaton, P Ruvolo, M Taylor International conference on machine learning, 1206-1214, 2014	200	2014
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	193*	2022
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	139	2010
An automated measure of mdp similarity for transfer in reinforcement learning HB Ammar, E Eaton, ME Taylor, DC Mocanu, K Driessens, G Weiss, ... 28th AAAI Conference on Artificial Intelligence, AAAI 2014, 31-37, 2014	117	2014
Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning HB Ammar, E Eaton, JM Luna, P Ruvolo International Joint Conference on Artificial Intelligence, 3345-3351, 2015	110	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	104	2019
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	104	2015
Safe policy search for lifelong reinforcement learning with sublinear regret HB Ammar, R Tutunov, E Eaton International Conference on Machine Learning, 2361-2369, 2015	88	2015
Sauté rl: Almost surely safe reinforcement learning using state augmentation A Sootla, AI Cowen-Rivers, T Jafferjee, Z Wang, DH Mguni, J Wang, ... International Conference on Machine Learning, 20423-20443, 2022	84	2022
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	82	2019
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	82	2012
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	67	2021
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	67	2016
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	64	2014
Toward real-world automated antibody design with combinatorial Bayesian optimization A Khan, AI Cowen-Rivers, A Grosnit, PA Robert, V Greiff, E Smorodina, ... Cell Reports Methods 3 (1), 2023	62*	2023
Balancing two-player stochastic games with soft q-learning J Grau-Moya, F Leibfried, H Bou-Ammar arXiv preprint arXiv:1802.03216, 2018	60	2018
Robot reinforcement learning on the constraint manifold P Liu, D Tateo, HB Ammar, J Peters Conference on Robot Learning, 1357-1366, 2022	57	2022
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	53	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

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