Jeff Johns
Jeff Johns
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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
A dynamic mixture model to detect student motivation and proficiency
J Johns, B Woolf
AAAI, 163-168, 2006
Linear Complementarity for Regularized Policy Evaluation and Improvement.
J Johns, C Painter-Wakefield, R Parr
NIPS 23, 1009-1017, 2010
Exploring adversarial examples in malware detection
O Suciu, SE Coull, J Johns
2019 IEEE Security and Privacy Workshops (SPW), 8-14, 2019
Estimating student proficiency using an item response theory model
J Johns, S Mahadevan, B Woolf
International conference on intelligent tutoring systems, 473-480, 2006
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
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
Hybrid least-squares algorithms for approximate policy evaluation
J Johns, M Petrik, S Mahadevan
Machine learning 76 (2), 243-256, 2009
Compact spectral bases for value function approximation using Kronecker factorization
J Johns, S Mahadevan, C Wang
AAAI 7, 559-564, 2007
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
Woolf. BP Repairing Disengagement with Non-Invasive Interventions
I Arroyo, K Ferguson, J Johns, T Dragon, H Meheranian, D Fisher, A Barto, ...
Proceedings of the 13th International Conference on Artificial Intelligence …, 0
Basis Construction and Utilization for Markov Decision Processes using Graphs
JT Johns
A variational learning algorithm for the abstract hidden markov model
J Johns, S Mahadevan
AAAI, 9-14, 2005
Learning to Plan Using Harmonic Analysis of Diffusion Models.
S Mahadevan, S Osentoski, J Johns, K Ferguson, C Wang
ICAPS, 224-231, 2007
Representation Discovery in Planning using Harmonic Analysis.
J Johns, S Osentoski, S Mahadevan
AAAI Fall Symposium: Computational Approaches to Representation Change …, 2007
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