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Name: Dohyun Kwon
Type: User
Company: Chung-Ang University
Bio: [Hyundai Motor Group] Connected Car Service
Location: Seoul
Name: Dohyun Kwon
Type: User
Company: Chung-Ang University
Bio: [Hyundai Motor Group] Connected Car Service
Location: Seoul
This repository is implementation regarding "Multiarmed bandit problem"
Bag of references for paper work
[Review & Implementation]
[Review] Playing Atari with Deep Reinforcement Learning-Deep Mind Technologies
본 저장소는 아마존 웹 서비스 (AWS)에서 출시한 '강화학습 기반 자율주행자동차'인 AWS DeepRacer를 활용한 연구물들을 저장합니다. AWS SageMaker 및 AWS RoboMaker를 활용한 AWS DeepRacer 프로젝트 관련된 파일들이 업로드 될 예정입니다. :)
Context bandit problem with reinforcement learning
This repository describes the 'Deep Q-Network'. For the improved algorithms, 'Dueling DQN', which divide the action-value function (Q(s, a)) into advantage function (A(a)) and state-value function (v(s)) and 'Double DQN', which has two neural network (primary NN and target NN) will be uploaded as well.
이 저장소는 OpenAI gym의 cartpole 환경을 Deep Q Network를 활용해 학습하는 코드를 담고있습니다.
This repository implements the 'double dueling DQN', which extends the DQN.
This repository contains my work submitted to IEEE Transactions on Vehicular Technology (TVT). The journal is about 'proactive caching policy learning in mmWave vehicular networks' with DDPG. Some part of the contents will be uploaded after submission.
이 저장소는 강화학습의 학습 방법 중 하나인 정책 경사(policy gradient)에 대한 방법론을 정리합니다.
This repo. is about the Q-learning
Q-learning with neural network
This is a repository for reviewing some interesting RL papers.
이 저장소는 DQN, DRQN, PER, Rainbow DQN과 같은 value-based RL 알고리즘들을 정리하고 직접 구현한 소스코드를 공유합니다.
A3C base code (w/. Tensorflow) for TVT
DQN base code (w/. Keras) for TVT
A3C-LSTM algorithm tested on CartPole OpenAI Gym environment
Actor-critic with experience replay
This is the code for "Actor Critic Algorithms" by Siraj Raval on Youtube
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
CAU_Datamining assignment01
Datamining class assignment02
Datamining class assignment03
Datamining assignment 04
assignment05
assignment06
Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
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A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.