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Leveraging Granularity: Hierarchical Reinforcement Learning for Pedagogical Policy Induction.

, , , , и . Int. J. Artif. Intell. Educ., 32 (2): 454-500 (2022)

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Konrad Märkel

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Leveraging Granularity: Hierarchical Reinforcement Learning for Pedagogical Policy Induction., , , , и . Int. J. Artif. Intell. Educ., 32 (2): 454-500 (2022)Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach., , , и . UMAP, стр. 43-51. ACM, (2018)Tackling the Credit Assignment Problem in Reinforcement Learning-Induced Pedagogical Policies with Neural Networks., , , и . AIED (1), том 12748 из Lecture Notes in Computer Science, стр. 356-368. Springer, (2021)Exploring the Impact of Simple Explanations and Agency on Batch Deep Reinforcement Learning Induced Pedagogical Policies., , , и . AIED (1), том 12163 из Lecture Notes in Computer Science, стр. 472-485. Springer, (2020)Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract)., , , , и . IJCAI, стр. 4691-4695. ijcai.org, (2020)Sister Conferences Best Papers.To Reduce Healthcare Workload: Identify Critical Sepsis Progression Moments through Deep Reinforcement Learning., , , , и . IEEE BigData, стр. 1640-1646. IEEE, (2021)Polaris: A Safety-focused LLM Constellation Architecture for Healthcare., , , , , , , , , и 16 other автор(ы). CoRR, (2024)Hierarchical Reinforcement Learning for Pedagogical Policy Induction., , , , и . AIED (1), том 11625 из Lecture Notes in Computer Science, стр. 544-556. Springer, (2019)The Impact of Batch Deep Reinforcement Learning on Student Performance: A Simple Act of Explanation Can Go A Long Way., , , и . Int. J. Artif. Intell. Educ., 33 (4): 1031-1056 (декабря 2023)A Unified Batch Hierarchical Reinforcement Learning Framework for Pedagogical Policy Induction with Deep Bisimulation Metrics., , , и . AIED (Posters/Late Breaking Results/...), том 1831 из Communications in Computer and Information Science, стр. 599-605. Springer, (2023)