Jeff Johns
Jeff Johns
FireEye
Verified email at fireeye.com
Title
Cited by
Cited by
Year
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
1392007
A dynamic mixture model to detect student motivation and proficiency
J Johns, B Woolf
Proceedings of the national conference on artificial intelligence 21 (1), 163, 2006
1152006
Linear complementarity for regularized policy evaluation and improvement
J Johns, C Painter-Wakefield, R Parr
Advances in neural information processing systems, 1009-1017, 2010
582010
Estimating student proficiency using an item response theory model
J Johns, S Mahadevan, B Woolf
International conference on intelligent tutoring systems, 473-480, 2006
382006
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
372007
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
352005
Hybrid least-squares algorithms for approximate policy evaluation
J Johns, M Petrik, S Mahadevan
Machine learning 76 (2-3), 243-256, 2009
192009
Compact spectral bases for value function approximation using Kronecker factorization
J Johns, S Mahadevan, C Wang
AAAI 7, 559-564, 2007
152007
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
92009
Basis construction and utilization for markov decision processes using graphs
JT Johns
52010
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
Children’s Surgical Services: Setting the Stage for Tiers Development
T Buonassisi, P Duncan, K Ferguson, N Froese, M Fryer, S Hatcher, ...
2016
Children’s Surgical Services: Tiers in Brief to Support System Planning
T Buonassisi, P Duncan, K Ferguson, N Froese, M Fryer, S Hatcher, ...
2016
Children’s Surgical Services: Tiers in Full to Support Operational Planning
K Ferguson, N Froese, M Fryer, S Hatcher, A Hayashi, J Johns, ...
2016
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Articles 1–16