Benjamin Rosman
Benjamin Rosman
Associate Professor at the University of the Witwatersrand, South Africa
Verified email at wits.ac.za - Homepage
Title
Cited by
Cited by
Year
Learning spatial relationships between objects
B Rosman, S Ramamoorthy
The International Journal of Robotics Research 30 (11), 1328-1342, 2011
872011
Bayesian policy reuse
B Rosman, M Hawasly, S Ramamoorthy
Machine Learning 104 (1), 99-127, 2016
472016
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
382015
What good are actions? Accelerating learning using learned action priors
B Rosman, S Ramamoorthy
2012 IEEE International Conference on Development and Learning and …, 2012
322012
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
292006
Fingerprint minutiae extraction using deep learning
LN Darlow, B Rosman
2017 IEEE International Joint Conference on Biometrics (IJCB), 22-30, 2017
272017
An analysis of monte carlo tree search
S James, G Konidaris, BS Rosman
Association for the Advancement of Artificial Intelligence, 2017
242017
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
212016
Toward integrating Theory of Mind into adaptive decision-making of social robots to understand human intention
OC Görür, BS Rosman, G Hoffman, S Albayrak
202017
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
192014
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
182015
Belief reward shaping in reinforcement learning
O Marom, BS Rosman
AAAI, 2018
142018
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
132018
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
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
122015
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
92014
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
82016
A multitask representation using reusable local policy templates
BS Rosman, S Ramamoorthy
2012 AAAI Spring Symposium Series, 2012
82012
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