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RLlib, ray 공부자료

by 21세기 김작가 2021. 10. 21.

https://docs.ray.io/en/latest/rllib.html

 

RLlib: Scalable Reinforcement Learning — Ray v1.7.0

.rst .pdf to have style consistency -->

docs.ray.io

https://jrc-park.tistory.com/229

 

[Analyse RLLib] 2. RLlib 기본 훈련 코드 돌리기

RLlib Basic Training 간단한 훈련(Cmd 창) 결과 파일 구조 테스트 해보기(Cmd 창) Basic Python API(.py File) Tune API References RLlib Basic Training Trainer Class 는 다음과 같은 기능이 있습니다. Policy..

jrc-park.tistory.com

https://riiidtechblog.medium.com/ray-%ED%99%95%EC%9E%A5-%EA%B0%80%EB%8A%A5%ED%95%9C-%EA%B3%A0%EC%84%B1%EB%8A%A5-%EB%B6%84%EC%82%B0-%EB%B3%91%EB%A0%AC-machine-learning-%ED%94%84%EB%A0%88%EC%9E%84%EC%9B%8C%ED%81%AC-f17f9c9cbef3

 

Ray: 확장 가능한 고성능 분산/병렬 Machine Learning 프레임워크

By 김완수

riiidtechblog.medium.com

https://zzsza.github.io/mlops/2021/01/03/python-ray/

 

Python Ray 사용법 - Python 병렬처리, 분산처리

파이썬 병렬처리를 위한 Python Ray 사용법에 대한 글입니다 키워드 : Python Ray for multiprocessing, Python Parallel, Distributed Computing, Python Ray Core, Python Ray for loop, Python ray example 해당 글은 병렬처리에 초점

zzsza.github.io

https://neptune.ai/blog/the-best-tools-for-reinforcement-learning-in-python

 

The Best Tools for Reinforcement Learning in Python You Actually Want to Try - neptune.ai

Nowadays, Deep Reinforcement Learning (RL) is one of the hottest topics in the Data Science community. The fast development of RL has resulted in the growing demand for easy to understand and convenient to use RL tools. In recent years, plenty of RL librar

neptune.ai

https://gym.openai.com/

 

Gym: A toolkit for developing and comparing reinforcement learning algorithms

Open source interface to reinforcement learning tasks. The gym library provides an easy-to-use suite of reinforcement learning tasks. import gym env = gym.make("CartPole-v1") observation = env.reset() for _ in range(1000): env.render() action = env.action_

gym.openai.com

https://medium.com/distributed-computing-with-ray/anatomy-of-a-custom-environment-for-rllib-327157f269e5

 

Anatomy of a custom environment for RLlib

RLlib is an open-source library in Python, based on Ray, which is used for reinforcement learning (RL). This article presents a brief…

medium.com