Taemin Lee's repositories
melee_PPO
This repository is for AI agent of MELEE with PPO method
CoAtNet-Performance-Test
This repository is for performance test of CoAtNet on image classification task with AI generated data of GenGenAI.
Finding_Best_Augmentation
This repository is for python codes finding best image augmentation methods/parameters using binary classification & genetic programming
openvino_test
This repository is for test of OpenVINO, an open-source toolkit for optimizing and deploying deep learning models.
Playing_with_PPO
This repository is for PPO pipeline implementation in Mujoco environment(continuous action space).
pintos3
This is private repository of pintos3(POSTECH OS)
ddpm-segmentation
Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022) (Baseline for final project of Computer Vision)
Anomaly_Explanation
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
table-to-text
Table-to-Text Summarization Model
othello_MCTSAgent
This repository is for othello ai using Monte-Carlo Tree Search algorithm(same algorithm used in AlphaZero).
DeepLearning_Project
This repository is for the final project of Deep Learning(CSED 538 of POSTECH)
othello_ai
This is an othello ai repository using minimax search algorithm
quoridor_AI
This repository is for quoridor ai based on neural network and tree search
cartpole
Applying many RL algorithms to cartpole of gym
text2SQL
Text-to-SQL Translation Model
c4_ai
This repository is for making ai of connect_four game with minimax tree search.
fights_env_optimization
This repository is for optimizing fights environments with numpy and cython
quoridor_forRL
Vanilla quoridor and puoribor(deformed version) environment with python and fights for reinforcement learning project
othello_forRL
This is vanilla othello environment with python and fights for reinforcement learning project
meta-learning-for-everyone
"모두를 위한 메타러닝" 책에 대한 코드 저장소
gym-chess
A simple chess environment for openai/gym