Works (5)
Updated: July 5th, 2023 15:05
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.
co-author countries:
United States of America 🇺🇸
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.
co-author countries:
United States of America 🇺🇸
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.
co-author countries:
United States of America 🇺🇸
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).
co-author countries:
United States of America 🇺🇸
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.
co-author countries:
United States of America 🇺🇸
author keywords: Hierarchical Reinforcement Learning; Pedagogical policies
Sources: Web Of Science, ORCID
Added: December 2, 2019
