強化学習が簡単に理解できます

jas1baek7326

最近の人工知能分野における驚異的な成果は、そのすべてが強化学習の分野で発表されています。ロボット、自動運転技術、人間に似た機械など、真の人工知能技術の革新を成し遂げている強化学習技術を、初心者の視点で分かりやすく、基礎から応用レベルまで扱いました。

trimurti

지식공유자의 깜짝할인

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

良い評価をありがとうございます。


이론과 실습 한 번에

이론 실습 모두

인공지능

Reinforcement Learning(RL)

강화학습

파이썬

파이토치

Recently, all the remarkable achievements in the field of artificial intelligence are being announced in the area of reinforcement learning. This covers reinforcement learning technology—which is bringing about true innovation in AI such as robotics, autonomous driving, and humanoid machines—from basic to advanced levels in an easy-to-understand way for beginners.

YoungJea Oh

입문

초급

중급이상

Python

Deep Learning(DL)

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

Implementation of Policy Gradient Algorithm