Search Results for author: Iljoo Yoon

Found 4 papers, 3 papers with code

Matrix Encoding Networks for Neural Combinatorial Optimization

1 code implementation NeurIPS 2021 Yeong-Dae Kwon, Jinho Choo, Iljoo Yoon, Minah Park, Duwon Park, Youngjune Gwon

A popular approach is to use a neural net to compute on the parameters of a given CO problem and extract useful information that guides the search for good solutions.

Combinatorial Optimization

Cooperative Multi-Agent Reinforcement Learning Framework for Scalping Trading

no code implementations31 Mar 2019 Uk Jo, Taehyun Jo, Wanjun Kim, Iljoo Yoon, Dongseok Lee, Seungho Lee

We explore deep Reinforcement Learning(RL) algorithms for scalping trading and knew that there is no appropriate trading gym and agent examples.

Multi-agent Reinforcement Learning reinforcement-learning +1

Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders

1 code implementation30 Nov 2018 Hyungu Kahng, Yonghyun Jeong, Yoon Sang Cho, Gonie Ahn, Young Joon Park, Uk Jo, Hankyu Lee, Hyungrok Do, Junseung Lee, Hyunjin Choi, Iljoo Yoon, Hyunjae Lee, Daehun Jun, Changhyeon Bae, Seoung Bum Kim

StarCraft, one of the most popular real-time strategy games, is a compelling environment for artificial intelligence research for both micro-level unit control and macro-level strategic decision making.

Decision Making Decoder +1

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