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Dohyeong Kim

Dohyeong Kim

Implementation of A Generalist Agent of the DeepMind

Introduction

Mar 25

Implementation of A Generalist Agent of the DeepMind

Mar 25

Dohyeong Kim

Image to Latex using Vision Transformer

Introduction

Feb 13

Image to Latex using Vision Transformer

Feb 13

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…

Aug 31, 2023

Playing Sonic The Hedgehog 2 using Deep Learning — Part 1

Aug 31, 2023

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…

Aug 10, 2023

Playing Pong With Vision Transformer

Aug 10, 2023

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…

May 4, 2023

Playing the Pong game using CNN, not DNN

May 4, 2023

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…

Mar 12, 2023

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

Mar 12, 2023

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…

Feb 2, 2023

ChatGPT implementation series — 1

Feb 2, 2023

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…

Nov 25, 2022

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

Nov 25, 2022

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…

May 25, 2022

Playing the Diablo1 using Deep Learning — Series 1

May 25, 2022

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.

Apr 11, 2022

Playing MOBA game using Deep Reinforcement Learning — part 4

Apr 11, 2022

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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