guswnsd0145832

最近、人工知能分野の驚くべき成果は、すべて強化学習分野で発表されています。  ロボット、自律走行技術、人間に似た機械など、真の人工知能技術の革新を遂げている強化学習技術を初心者の視線で分かりやすく基礎から高級レベルまで取り上げました。

trimurti

強化学習入門からDeep Q-learning/Policy Gradientまで

이론과 실습 한 번에

이론 실습 모두

인공지능

Reinforcement Learning(RL)

강화학습

파이썬

파이토치

All the recent amazing achievements in the field of artificial intelligence have been announced in the field of reinforcement learning. We have covered reinforcement learning technology, which is revolutionizing true artificial intelligence technology such as robots, autonomous driving technology, and human-like machines, from the basics to the advanced level, in an easy-to-understand way for beginners.

입문

초급

중급이상

Deep Learning(DL)

Python

PyTorch

From Introduction to Reinforcement Learning to Deep Q-learning/Policy Gradient

Preparing the educational environment

Reinforcement Learning Overview

MDP (Markov Decision Process)

Policy & Value Function

Dynamic Programming

Monte Carlo Method

Temporal Difference Learning

Prediction and Update Using Deep Q-learning

Policy Gradient

Implementing the policy gradient algorithm