Randall Denny Spain

Works (6)

Updated: April 11th, 2023 10:13
Download BibTeX Download Plain Text View JSON

2022 article

Robust Adaptive Scaffolding with Inverse Reinforcement Learning-Based Reward Design

ARTIFICIAL INTELLIGENCE IN EDUCATION: POSTERS AND LATE BREAKING RESULTS, WORKSHOPS AND TUTORIALS, INDUSTRY AND INNOVATION TRACKS, PRACTITIONERS AND DOCTORAL CONSORTIUM, PT II, Vol. 13356, pp. 204–207.

By: F. Fahid, J. Rowe, R. Spain, B. Goldberg, R. Pokorny & J. Lester

author keywords: Inverse reinforcement learning; Reward modeling; Adaptive learning environments; Adaptive scaffolding; ICAP
Source: Web Of Science
Added: November 14, 2022

2021 article

A reinforcement learning approach to adaptive remediation in online training

Spain, R., Rowe, J., Smith, A., Goldberg, B., Pokorny, R., Mott, B., & Lester, J. (2021, July 23). JOURNAL OF DEFENSE MODELING AND SIMULATION-APPLICATIONS METHODOLOGY TECHNOLOGY-JDMS, Vol. 7.

By: R. Spain, J. Rowe, A. Smith , B. Goldberg*, R. Pokorny*, B. Mott, J. Lester

author keywords: Tutorial planning; adaptive remediation; reinforcement learning; adaptive instructional systems
Sources: Web Of Science, ORCID
Added: August 2, 2021

2021 article

Adaptively Scaffolding Cognitive Engagement with Batch Constrained Deep Q-Networks

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 113–124.

By: F. Fahid, J. Rowe, R. Spain, B. Goldberg *, R. Pokorny* & J. Lester

author keywords: Deep reinforcement learning; Cognitive engagement; ICAP; Adaptive learning environments
Source: Web Of Science
Added: November 28, 2022

2021 article

Multidimensional Team Communication Modeling for Adaptive Team Training: A Hybrid Deep Learning and Graphical Modeling Framework

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 293–305.

By: W. Min , R. Spain, J. Saville, B. Mott, K. Brawner*, J. Johnston*, J. Lester

author keywords: Team communication analytics; Probabilistic graphical models; Deep learning; Distributed language representations; Natural language processing
Sources: Web Of Science, ORCID
Added: November 28, 2022

2019 journal article

Construction and Validation of an Anticipatory Thinking Assessment

FRONTIERS IN PSYCHOLOGY, 10.

By: M. Geden, A. Smith , J. Campbell, R. Spain, A. Amos-Binks, B. Mott, J. Feng, J. Lester

author keywords: anticipatory thinking; prospective cognition; divergent thinking; assessment development; validation
Sources: Web Of Science, ORCID
Added: January 13, 2020

2019 article

HEALTH QUEST: PROMOTING ADOLESCENTS' HEALTH SCIENCE CAREER INTERESTS THROUGH TECHNOLOGY-RICH LEARNING EXPERIENCES

Ozer, E. M., Penilla, C., Spain, R. D., Mott, B. W., Woodson, D., & Lester, J. C. (2019, February). JOURNAL OF ADOLESCENT HEALTH, Vol. 64, pp. S134–S134.

By: E. Ozer*, C. Penilla *, R. Spain, B. Mott, D. Woodson* & J. Lester

Source: Web Of Science
Added: February 4, 2019