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Jeff Johns
Jeff Johns
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Year
Exploring adversarial examples in malware detection
O Suciu, SE Coull, J Johns
2019 IEEE Security and Privacy Workshops (SPW), 8-14, 2019
2152019
Repairing disengagement with non-invasive interventions
I Arroyo, K Ferguson, J Johns, T Dragon, H Meheranian, D Fisher, A Barto, ...
AIED 2007, 195-202, 2007
1652007
A dynamic mixture model to detect student motivation and proficiency
J Johns, B Woolf
AAAI, 163-168, 2006
1552006
Linear complementarity for regularized policy evaluation and improvement
J Johns, C Painter-Wakefield, R Parr
Advances in neural information processing systems 23, 2010
632010
Estimating student proficiency using an item response theory model
J Johns, S Mahadevan, B Woolf
International conference on intelligent tutoring systems, 473-480, 2006
542006
Constructing basis functions from directed graphs for value function approximation
J Johns, S Mahadevan
Proceedings of the 24th international conference on Machine learning, 385-392, 2007
432007
Evaluating the feasibility of learning student models from data
A Jonsson, J Johns, H Mehranian, I Arroyo, B Woolf, A Barto, D Fisher, ...
Educational Data Mining: Papers from the AAAI Workshop, 1-6, 2005
402005
Hybrid least-squares algorithms for approximate policy evaluation
J Johns, M Petrik, S Mahadevan
Machine learning 76, 243-256, 2009
202009
Compact spectral bases for value function approximation using Kronecker factorization
J Johns, S Mahadevan, C Wang
AAAI 7, 559-564, 2007
162007
Sparse approximate policy evaluation using graph-based basis functions
J Johns, S Mahadevan
Dept. Comput. Sci., Univ. Massachusetts Amherst, Amherst, MA, USA, Tech. Rep …, 2009
122009
Basis Construction and Utilization for Markov Decision Processes using Graphs
JT Johns
University of Massachusetts Amherst, 2010
62010
A variational learning algorithm for the abstract hidden markov model
J Johns, S Mahadevan
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 20 (1), 9, 2005
32005
Learning to Plan Using Harmonic Analysis of Diffusion Models.
S Mahadevan, S Osentoski, J Johns, K Ferguson, C Wang
ICAPS, 224-231, 2007
12007
Representation Discovery in Planning using Harmonic Analysis.
J Johns, S Osentoski, S Mahadevan
AAAI Fall Symposium: Computational Approaches to Representation Change …, 2007
12007
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Articles 1–14