Works (5)
Updated: April 11th, 2023 10:13
2022 article
The Impact of Batch Deep Reinforcement Learning on Student Performance: A Simple Act of Explanation Can Go A Long Way
Ausin, M. S., Maniktala, M., Barnes, T., & Chi, M. (2022, November 28). INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION.
author keywords: Deep reinforcement learning; Pedagogical policy; Explanation
Sources: ORCID, Web Of Science
Added: November 29, 2022
2021 article
Leveraging Granularity: Hierarchical Reinforcement Learning for Pedagogical Policy Induction
Zhou, G., Azizsoltani, H., Ausin, M. S., Barnes, T., & Chi, M. (2021, August 16). INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, Vol. 8.
author keywords: Hierarchical reinforcement learning; Decision granularity; Pedagogical policy
Sources: Web Of Science, ORCID
Added: August 23, 2021
2021 article
Tackling the Credit Assignment Problem in Reinforcement Learning-Induced Pedagogical Policies with Neural Networks
ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 356–368.
author keywords: Pedagogical agent; Credit assignment problem; Deep reinforcement learning
Sources: ORCID, Web Of Science
Added: June 16, 2021
2020 chapter
Exploring the Impact of Simple Explanations and Agency on Batch Deep Reinforcement Learning Induced Pedagogical Policies
In Lecture Notes in Computer Science (pp. 472–485).
author keywords: Deep reinforcement learning; Pedagogical policy; Explanation
link.springer.com (publisher PDF)
Source: ORCID
Added: September 14, 2020
2019 article
Hierarchical Reinforcement Learning for Pedagogical Policy Induction
ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2019), PT I, Vol. 11625, pp. 544–556.
author keywords: Hierarchical Reinforcement Learning; Pedagogical policies
Sources: Web Of Science, ORCID
Added: December 2, 2019
