Man-Je Kim

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Monte Carlo Tree Search

Reinforcement Learning

Top Venues

Expert Syst. Appl.

GECCO (Companion)

Publications

Taehyeon Kim, Donghyeon Lee, Man-Je Kim, Chang Wook Ahn
Polyphonic Piano Music Transcription System Exploiting Mutual Correlations of Different Musical Note States. IEEE Access 12 (2024)
Man-Je Kim, Donghyeon Lee, Jun Suk Kim, Chang Wook Ahn
Surrogate-assisted Monte Carlo Tree Search for real-time video games. Eng. Appl. Artif. Intell. 133 (2024)
Man-Je Kim, Jun Suk Kim, Chang Wook Ahn
Evolving population method for real-time reinforcement learning. Expert Syst. Appl. 229 (Part A) (2023)
Donghyeon Lee, Man-Je Kim, Chang Wook Ahn
by deep learning. Expert Syst. Appl. 185 (2021)
Donghyeon Lee, Man-Je Kim, Chang Wook Ahn
BattleNet: Capturing Advantageous Battlefield in RTS Games (Student Abstract). AAAI (2020)
Man-Je Kim, Jong-Hyun Lee, Chang Wook Ahn
Genetic Optimizing Method for Real-time Monte Carlo Tree Search Problem. SMA (2020)
Sangmin Lim, Man-Je Kim, Chang Wook Ahn
A Genetic Algorithm (GA) Approach to the Portfolio Design Based on Market Movements and Asset Valuations. IEEE Access 8 (2020)
Man-Je Kim, Jun Suk Kim, Sungjin James Kim, Min-Jung Kim, Chang Wook Ahn
Genetic state-grouping algorithm for deep reinforcement learning. Expert Syst. Appl. 161 (2020)
Man-Je Kim, Jun Suk Kim, Donghyeon Lee, Sungjin James Kim, Min-Jung Kim, Chang Wook Ahn
Integrating agent actions with genetic action sequence method. GECCO (Companion) (2019)
Man-Je Kim, Jun Suk Kim, Donghyeon Lee, Chang Wook Ahn
Genetic Action Sequence for Integration of Agent Actions. BIC-TA (1) (2019)
Man-Je Kim, Chang Wook Ahn
Hybrid fighting game AI using a genetic algorithm and Monte Carlo tree search. GECCO (Companion) (2018)
Man-Je Kim, Kyung-Joong Kim, Seungjun Kim, Anind K. Dey
Performance Evaluation Gaps in a Real-Time Strategy Game Between Human and Artificial Intelligence Players. IEEE Access 6 (2018)
Man-Je Kim, Kyung-Joong Kim
Opponent modeling based on action table for MCTS-based fighting game AI. CIG (2017)
Man-Je Kim, Kyung-Joong Kim, Seungjun Kim, Anind K. Dey
Evaluation of StarCraft Artificial Intelligence Competition Bots by Experienced Human Players. CHI Extended Abstracts (2016)