2018 article
Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach
Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach. PROCEEDINGS OF THE 26TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (UMAP'18), pp. 43–51.
2017 journal article
Evolution of an intelligent deductive logic tutor using data-driven elements
International Journal of Artificial Intelligence in Education, 27(1), 5–36.
2016 conference paper
An analysis of feature selection and reward function for model-based reinforcement learning
Intelligent tutoring systems, its 2016, 0684, 504–505.
2016 conference paper
Combining worked examples and problem solving in a data-driven logic tutor
Intelligent tutoring systems, its 2016, 0684, 347–353.
2016 conference paper
Data-driven proficiency profiling - proof of concept
LAK '16 Conference Proceedings: The Sixth International Learning Analytics & Knowledge Conference, 324–328.
2015 conference paper
Data-driven worked examples improve retention and completion in a logic tutor
Artificial intelligence in education, aied 2015, 9112, 726–729.