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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.

trimurti

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

이론과 실습 한 번에

이론 실습 모두

인공지능

Reinforcement Learning(RL)

강화학습

파이썬

파이토치

YoungJea Oh

입문

초급

중급이상

Deep Learning(DL)

Python

PyTorch

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