Hamoon Azizsoltani

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 12

Top Topics

Gaussian Process

Extended Abstract

Reinforcement Learning

Reward Function

Top Venues

Int. J. Artif. Intell. Educ.

EDM (Workshops)

Publications

Guojing Zhou, Hamoon Azizsoltani, Markel Sanz Ausin, Tiffany Barnes, Min Chi
Leveraging Granularity: Hierarchical Reinforcement Learning for Pedagogical Policy Induction. Int. J. Artif. Intell. Educ. 32 (2) (2022)
Markel Sanz Ausin, Hamoon Azizsoltani, Song Ju, Yeo-Jin Kim, Min Chi
InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem. CoRR (2021)
Markel Sanz Ausin, Hamoon Azizsoltani, Song Ju, Yeo-Jin Kim, Min Chi
InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem. IEEE BigData (2021)
Guojing Zhou, Xi Yang, Hamoon Azizsoltani, Tiffany Barnes, Min Chi
Improving Student-System Interaction Through Data-driven Explanations of Hierarchical Reinforcement Learning Induced Pedagogical Policies. UMAP (2020)
Bita Akram, Hamoon Azizsoltani, Wookhee Min, Eric N. Wiebe, Bradford W. Mott, Anam Navied, Kristy Elizabeth Boyer, James C. Lester
Automated Assessment of Computer Science Competencies from Student Programs with Gaussian Process Regression. EDM (2020)
Guojing Zhou, Hamoon Azizsoltani, Markel Sanz Ausin, Tiffany Barnes, Min Chi
Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract). IJCAI (2020)
Markel Sanz Ausin, Hamoon Azizsoltani, Tiffany Barnes, Min Chi
Leveraging Deep Reinforcement Learning for Pedagogical Policy Induction in an Intelligent Tutoring System. EDM (2019)
Hamoon Azizsoltani, Yeo-Jin Kim, Markel Sanz Ausin, Tiffany Barnes, Min Chi
Unobserved Is Not Equal to Non-existent: Using Gaussian Processes to Infer Immediate Rewards Across Contexts. IJCAI (2019)
Song Ju, Guojing Zhou, Hamoon Azizsoltani, Tiffany Barnes, Min Chi
Identifying Critical Pedagogical Decisions through Adversarial Deep Reinforcement Learning. EDM (2019)
Song Ju, Shitian Shen, Hamoon Azizsoltani, Tiffany Barnes, Min Chi
Importance Sampling to Identify Empirically Valid Policies and their Critical Decisions. EDM (Workshops) (2019)
Guojing Zhou, Hamoon Azizsoltani, Markel Sanz Ausin, Tiffany Barnes, Min Chi
Hierarchical Reinforcement Learning for Pedagogical Policy Induction. AIED (1) (2019)
Hamoon Azizsoltani, Elham Sadeghi
Adaptive sequential strategy for risk estimation of engineering systems using Gaussian process regression active learning. Eng. Appl. Artif. Intell. 74 (2018)