Works (5)

Updated: March 2nd, 2024 21:00

2023 article

Time-aware deep reinforcement learning with multi-temporal abstraction

Kim, Y. J., & Chi, M. (2023, March 25). APPLIED INTELLIGENCE.

By: Y. Kim n & M. Chi n

co-author countries: United States of America 🇺🇸
author keywords: Time-aware; Temporal abstraction; Deep reinforcement learning; Irregular time series; RL for real-world applications; Nuclear reactor control; Sepsis treatment
Source: Web Of Science
Added: April 11, 2023

2021 article

InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem

2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 1337–1348.

By: M. Ausin n, H. Azizsoltani n, S. Ju n, Y. Kim n & M. Chi n

co-author countries: United States of America 🇺🇸
author keywords: Credit Assignment Problem; Deep Reinforcement Learning
Source: Web Of Science
Added: July 5, 2022

2021 article

Multi-Temporal Abstraction with Time-Aware Deep Q-Learning for Septic Shock Prevention

2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 1657–1663.

By: Y. Kim n, M. Ausin n & M. Chi n

co-author countries: United States of America 🇺🇸
author keywords: deep reinforcement learning; time-aware; temporal abstraction; sepsis
Source: Web Of Science
Added: July 5, 2022

2021 article

To Reduce Healthcare Workload: Identify Critical Sepsis Progression Moments through Deep Reinforcement Learning

2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 1640–1646.

By: S. Ju n, Y. Kim n, M. Ausin n, M. Mayorga n & M. Chi n

co-author countries: United States of America 🇺🇸
author keywords: Reinforcement Learning; Sepsis; Critical Decision
Sources: Web Of Science, ORCID
Added: July 5, 2022

2020 article

PRIME: Block-Wise Missingness Handling for Multi-modalities in Intelligent Tutoring Systems

MULTIMEDIA MODELING (MMM 2020), PT II, Vol. 11962, pp. 63–75.

By: . Yang n, Y. Kim n, M. Taub*, R. Azevedo* & M. Chi n

co-author countries: United States of America 🇺🇸
author keywords: Multimodal; Block-wise missing; Learning gain prediction
Source: Web Of Science
Added: February 22, 2021

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