Benjamin Rosman
Benjamin Rosman
Associate Professor at the University of the Witwatersrand, South Africa
Verified email at - Homepage
Cited by
Cited by
Learning spatial relationships between objects
B Rosman, S Ramamoorthy
The International Journal of Robotics Research 30 (11), 1328-1342, 2011
Bayesian policy reuse
B Rosman, M Hawasly, S Ramamoorthy
Machine Learning 104 (1), 99-127, 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
What good are actions? Accelerating learning using learned action priors
B Rosman, S Ramamoorthy
2012 IEEE International Conference on Development and Learning and …, 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
Fingerprint minutiae extraction using deep learning
LN Darlow, B Rosman
2017 IEEE International Joint Conference on Biometrics (IJCB), 22-30, 2017
An analysis of monte carlo tree search
S James, G Konidaris, B Rosman
Thirty-First AAAI Conference on Artificial Intelligence, 2017
Identifying and tracking switching, non-stationary opponents: A Bayesian approach
P Hernandez-Leal, ME Taylor, B Rosman, LE Sucar, EM De Cote
Workshops at the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Clustering markov decision processes for continual transfer
MM Mahmud, M Hawasly, B Rosman, S Ramamoorthy
arXiv preprint arXiv:1311.3959, 2013
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
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
Hierarchy through composition with multitask LMDPs
AM Saxe, AC Earle, BS Rosman
Proceedings of Machine Learning Research, 2017
Toward integrating Theory of Mind into adaptive decision-making of social robots to understand human intention
OC Görür, BS Rosman, G Hoffman, S Albayrak
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
Composing value functions in reinforcement learning
B Van Niekerk, S James, A Earle, B Rosman
International Conference on Machine Learning, 6401-6409, 2019
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
Belief reward shaping in reinforcement learning
O Marom, B Rosman
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Adapting interaction environments to diverse users through online action set selection
MMH Mahmud, B Rosman, S Ramamoorthy, P Kohli
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 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
A multitask representation using reusable local policy templates
BS Rosman, S Ramamoorthy
2012 AAAI Spring Symposium Series, 2012
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