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Reinforcement Learning #1: Fundamentals

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 Reinforcement Learning #1: Fundamentals

MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 1 hour | Size: 255 MB

Introduction to Reinforcement Learning

What you'll learn

Learn the fundamentals of Reinforcement Learning and gain familiarity with basic concepts of RL. They can then pursue advanced courses on Reinforcement Learning.

Requirements

No.

Description

This course gives fundamentals of Reinforcement Learning in a clear and precise manner. The course is broken down into 10 video lectures.

10 Lessons

45 minutes of video tutorial

Audience: Beginners

Course 1 of 10 (Reinforcement Learning)

Introductory knowledge of Reinforcement Learning concepts

Course contents are:

Overview

Agent and Environment

History and State

Markov Decision Process (MDP)

Components of RL Agent

Categorising RL Agents

Learning and Planning

Exploration and Exploitation

Prediction and Control

After completing this course one should be able to:

Understand the basics of Reinforcement Learning (RL).

Understand Key terminologies used in RL.

Get ready to dive into Advanced courses on RL.

Who this course is for:

Software Engineers, Data scientists, Machine Learning Engineers, Software developers

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 Reinforcement Learning #1: Fundamentals

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