Benjamin Rosman

Cited by

	All	Since 2015
Citations	589	508
h-index	14	14
i10-index	17	17

140

105

20082009201020112012201320142015201620172018201920203 4 2 9 17 42 30 44 63 116 134 118

Co-authors

Subramanian RamamoorthySchool of Informatics, The University of Edinburgh; FiveAI Inc.Verified email at ed.ac.uk
Steven JamesPhD Candidate, University of the WitwatersrandVerified email at wits.ac.za
George KonidarisBrownVerified email at cs.brown.edu
Adam EarleUniversity of the WitwatersrandVerified email at students.wits.ac.za
Ndivhuwo MakondoResearch Scientist at IBM ResearchVerified email at ibm.com
Majd HawaslyFiveAIVerified email at five.ai
Ritesh AjoodhaDepartment of Computer Computer Science, WITS UniversityVerified email at wits.ac.za
Benjamin van NiekerkStellenbosch UniversityVerified email at students.wits.ac.za
Osamu Hasegawa （長谷川修）SOINN Inc., CEO, CTO, FounderVerified email at soinn.com
Andrew SaxeSir Henry Dale Fellow, Department of Experimental Psychology, University of OxfordVerified email at psy.ox.ac.uk
Pushmeet KohliDeepMindVerified email at google.com
Pravesh RanchodUniversity of the WitwatersrandVerified email at wits.ac.za
Sahin AlbayrakProfessur für Informatik, Technische Universität BerlinVerified email at dai-labor.de
Orhan Can GörürDAI-Labor / Technische Universität BerlinVerified email at dai-labor.de
Ashley KleinhansFord Motor CompanyVerified email at ford.com
Luis Enrique SucarSenior Research Scientist, INAOE, MexicoVerified email at inaoep.mx
Enrique Munoz de CoteProfessor of Computer Science at INAOE; Director at PROWLER.ioVerified email at prowler.io
Matthew E. TaylorAssociate Professor, University of AlbertaVerified email at ualberta.ca
Pablo Hernandez-LealResearcher - Borealis AIVerified email at borealisai.com
Bryan TrippUniversity of WaterlooVerified email at uwaterloo.ca

Benjamin Rosman

Associate Professor at the University of the Witwatersrand, South Africa

Verified email at wits.ac.za - Homepage

Robotics Artificial Intelligence Machine Learning Decision Making Reinforcement Learning


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Learning spatial relationships between objects B Rosman, S Ramamoorthy The International Journal of Robotics Research 30 (11), 1328-1342, 2011	87	2011
Bayesian policy reuse B Rosman, M Hawasly, S Ramamoorthy Machine Learning 104 (1), 99-127, 2016	47	2016
Nonparametric bayesian reward segmentation for skill discovery using inverse reinforcement learning P Ranchod, B Rosman, G Konidaris 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015	38	2015
What good are actions? Accelerating learning using learned action priors B Rosman, S Ramamoorthy 2012 IEEE International Conference on Development and Learning and …, 2012	32	2012
Language performance at high school and success in first year computer science S Rauchas, B Rosman, G Konidaris, I Sanders ACM SIGCSE Bulletin 38 (1), 398-402, 2006	29	2006
Fingerprint minutiae extraction using deep learning LN Darlow, B Rosman 2017 IEEE International Joint Conference on Biometrics (IJCB), 22-30, 2017	27	2017
An analysis of monte carlo tree search S James, G Konidaris, BS Rosman Association for the Advancement of Artificial Intelligence, 2017	24	2017
Identifying and tracking switching, non-stationary opponents: A Bayesian approach P Hernandez-Leal, ME Taylor, BS Rosman, LE Sucar, E Munoz de Cote Association for the Advancement of Artificial Intelligence (AAAI), 2016	21	2016
Toward integrating Theory of Mind into adaptive decision-making of social robots to understand human intention OC Görür, BS Rosman, G Hoffman, S Albayrak	20	2017
Clustering markov decision processes for continual transfer MM Mahmud, M Hawasly, B Rosman, S Ramamoorthy arXiv preprint arXiv:1311.3959, 2013	20*	2013
Hierarchy through composition with multitask LMDPs AM Saxe, AC Earle, BS Rosman Proceedings of Machine Learning Research, 2017	19*	2017
On user behaviour adaptation under interface change B Rosman, S Ramamoorthy, MMH Mahmud, P Kohli Proceedings of the 19th international conference on Intelligent User …, 2014	19	2014
Knowledge transfer for learning robot models via local procrustes analysis N Makondo, B Rosman, O Hasegawa 2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids …, 2015	18	2015
Belief reward shaping in reinforcement learning O Marom, BS Rosman AAAI, 2018	14	2018
Symbol emergence in cognitive developmental systems: a survey T Taniguchi, E Ugur, M Hoffmann, L Jamone, T Nagai, B Rosman, ... IEEE transactions on Cognitive and Developmental Systems 11 (4), 494-516, 2018	13	2018
Single-labelled music genre classification using content-based features R Ajoodha, R Klein, B Rosman 2015 Pattern Recognition Association of South Africa and Robotics and …, 2015	13	2015
Composing value functions in reinforcement learning B Van Niekerk, S James, A Earle, B Rosman International Conference on Machine Learning, 6401-6409, 2019	12*	2019
Adapting interaction environments to diverse users through online action set selection MMH Mahmud, B Rosman, S Ramamoorthy, P Kohli Proceedings of the aaai 2014 workshop on machine learning for interactive …, 2014	9	2014
A Bayesian approach for learning and tracking switching, non-stationary opponents P Hernandez-Leal, B Rosman, ME Taylor, LE Sucar, E Munoz de Cote Proceedings of the 2016 International Conference on Autonomous Agents …, 2016	8	2016
A multitask representation using reusable local policy templates BS Rosman, S Ramamoorthy 2012 AAAI Spring Symposium Series, 2012	8	2012

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