unitywindow

http://today7e.blogspot.com/2018/08/unity-ml-agent.html
https://mindrich.tistory.com/30?category=755803
https://www.youtube.com/watch?v=mJh31T3aGkI&list=PLctzObGsrjfwYHL1obWlVdPRbpubkuKWp&index=3

https://www.youtube.com/watch?v=mJh31T3aGkI&list=PLctzObGsrjfwYHL1obWlVdPRbpubkuKWp&index=3
동영상강의 보고 따라하는것 추천 

1. unity3d 설치 
2. http://today7e.blogspot.com/2018/08/unity-ml-agent.html  이거 따라서  2-2 까지 진행 

2-1. Anaconda 버전 5.1 설치  -> 버전 반드시 5.1 설치 
2-2. 환경변수를 등록

 Conda 환경 설정 및 ml-agents 활성화 부터는 아래 동영상 강의 처럼 
https://www.youtube.com/watch?v=mJh31T3aGkI&list=PLctzObGsrjfwYHL1obWlVdPRbpubkuKWp&inde
아나콘다 프롬프트실행 
2-3. 소스 다운로드 
(base) C:\Users\lacas>git clone https://github.com/Unity-Technologies/ml-agents.git
2-4. Conda 환경 설정 및 ml-agents 활성화
(base) C:\Users\lacas>conda create -n ml-agents python=3.6
(base) C:\Users\lacas>activate ml-agents
2-5. 
(ml-agents) C:\Users\lacas\ml-agents>cd ml-agents
(ml-agents) C:\Users\lacas\ml-agents\ml-agents>pip install --upgrade pip
(ml-agents) C:\Users\lacas\ml-agents\ml-agents>pip install -e .

-> 여기서 아래 erro 나면  
error: mlagents-envs 0.8.1 has requirement pillow<=5.4.1,>=4.2.1, but you'll have pillow 6.0.0 which is incompatible.
pip uninstall pillow==6.0.0
pip install pillow==5.4.1
하고 다시 설치 진행 
(ml-agents) C:\Users\lacas\ml-agents\ml-agents>pip install -e .

설치 완료후 아래 명령어 처러 유니티 어찌고 그림 나오면 설치 성공 
(ml-agents) C:\Users\lacas\ml-agents\ml-agents>mlagents-learn --help

///////////////실행 ///////////////////////////////////////////
https://mindrich.tistory.com/30?category=755803 
이거보고 진행 
(ml-agents) C:\Users\lacas\ml-agents>mlagents-learn config/trainer_config.yaml --run-id=firstRun --train

https://multicore-it.com/98  -> 이거 보고 진행하는게 나음

///////////////////////////////////////////////////////

https://mrsyee.github.io/rl/2018/11/16/unity-mlagent-pushblock/
https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Basic-Guide.md
https://multicore-it.com/98?category=686813
아래거 조합 예제