Dohyeong Kim – Medium

Dohyeong Kim

Implementation of A Generalist Agent of the DeepMind

Introduction

2 min readMar 25, 2024

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Implementation of A Generalist Agent of the DeepMind

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Dohyeong Kim

Image to Latex using Vision Transformer

Introduction

5 min readFeb 13, 2024

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Image to Latex using Vision Transformer

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Dohyeong Kim
in
AI Mind

Playing Sonic The Hedgehog 2 using Deep Learning — Part 1

The 2D side-scrolling video games like Sonic are suitable environments to test the performance of AI agents because it has various…

6 min readAug 31, 2023

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Playing Sonic The Hedgehog 2 using Deep Learning — Part 1

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Dohyeong Kim
in
AI Mind

Playing Pong With Vision Transformer

It has been proven that Transformer can be applied to images as well as NLP from An Image is Worth 16x16 Words paper. Furthermore, there is…

4 min readAug 10, 2023

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Playing Pong With Vision Transformer

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Dohyeong Kim

Playing the Pong game using CNN, not DNN

The Pong game has been used widely to measure the performance of Reinforcement Learning. In most of that examples, the DNN policy works…

3 min readMay 4, 2023

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Playing the Pong game using CNN, not DNN

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Dohyeong Kim

Implementation of the Hide and Seek of the OpenAI — Part 1

Collaboration is an essential function of multiplayer game such as a MOBA, and Soccer game. In the case of Reinforcement Learning, the…

4 min readMar 12, 2023

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Implementation of the Hide and Seek of the OpenAI — Part 1

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1

Dohyeong Kim

ChatGPT implementation series — 1

Almost all of the world talks about the exceeding performance of ChatGPT, analysing the dataset, model, and training methods of that would…

2 min readFeb 2, 2023

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ChatGPT implementation series — 1

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Dohyeong Kim

Easy explanation of the Stabilizing Transformers for Reinforcement Learning with real code

In my previous post, I explained how to use the Transformer Network to find the relationship between objects on one screen frame at once…

7 min readNov 25, 2022

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Easy explanation of the Stabilizing Transformers for Reinforcement Learning with real code

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Dohyeong Kim

Playing the Diablo1 using Deep Learning — Series 1

The Diablo series is one of the most famous rogue-like games. Recently, AI development for this kind of game has begun starting from the…

5 min readMay 25, 2022

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Playing the Diablo1 using Deep Learning — Series 1

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Dohyeong Kim

Playing MOBA game using Deep Reinforcement Learning — part 4

In a previous post, we train an Agent using Deep Reinforcement Learning to win a game limited to the middle lane.

4 min readApr 11, 2022

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Playing MOBA game using Deep Reinforcement Learning — part 4

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Dohyeong Kim

Dohyeong Kim

I am a Deep Learning researcher. Currently, I am trying to make an AI agent for various situations such as MOBA, RTS, and Soccer games.

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