Deep Reinforcement Learning Tutorial for Python in 20 Minutes

Nicholas Renotte · Beginner ·📐 ML Fundamentals ·5y ago
Worked with supervised learning? Maybe you’ve dabbled with unsupervised learning. But what about reinforcement learning? It can be a little tricky to get all setup with RL. You need to manage environments, build your DL models and work out how to save your models down so you can reuse them. But that shouldn’t stop you! Why? Because they’re powering the next generation of advancements in IOT environments and even gaming and the use cases for RL are growing by the minute. That being said, getting started doesn’t need to be a pain, you can get up and running in just 20 minutes working with…
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Face Detection - Build An Image Classifier with IBM Watson - Part 7
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 2 Food Image Classification - Build An Image Classifier with IBM Watson - Part 6
Food Image Classification - Build An Image Classifier with IBM Watson - Part 6
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 3 General Image Classification - Build An Image Classifier with IBM Watson - Part 5
General Image Classification - Build An Image Classifier with IBM Watson - Part 5
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 4 Installing Watson Developer Cloud - Build An Image Classifier with IBM Watson - Part 4
Installing Watson Developer Cloud - Build An Image Classifier with IBM Watson - Part 4
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 5 Generating Credentials - Build An Image Classifier with IBM Watson - Part 3
Generating Credentials - Build An Image Classifier with IBM Watson - Part 3
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 6 Creating A Service - Build An Image Classifier with IBM Watson - Part 2
Creating A Service - Build An Image Classifier with IBM Watson - Part 2
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 7 Getting an IBMid - Build An Image Classifier with IBM Watson - Part 1
Getting an IBMid - Build An Image Classifier with IBM Watson - Part 1
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 8 How to Analyse Review Data - Part 2 - Python Yelp Sentiment Analysis
How to Analyse Review Data - Part 2 - Python Yelp Sentiment Analysis
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 9 How to Lemmatize Text - Part 4 - Python Yelp Sentiment Analysis
How to Lemmatize Text - Part 4 - Python Yelp Sentiment Analysis
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 10 How to Calculate Sentiment Using TextBlob - Part 5 - Python Yelp Sentiment Analysis
How to Calculate Sentiment Using TextBlob - Part 5 - Python Yelp Sentiment Analysis
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 11 How to Collect Business Reviews Using Python - Part 1 - Python Yelp Sentiment Analysis
How to Collect Business Reviews Using Python - Part 1 - Python Yelp Sentiment Analysis
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 12 How to Clean Text Based Data for NLP - Part 3 - Python Yelp Sentiment Analysis
How to Clean Text Based Data for NLP - Part 3 - Python Yelp Sentiment Analysis
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 13 How to Setup a IBM Watson Personality Insights Service - Part 1 - Watson Personality Insights
How to Setup a IBM Watson Personality Insights Service - Part 1 - Watson Personality Insights
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 14 How to Create a Customer Profile with IBM Watson - Part 2 - Watson Personality Insights
How to Create a Customer Profile with IBM Watson - Part 2 - Watson Personality Insights
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 15 Visualising The Profile Part 3 Watson Personality Insights
Visualising The Profile Part 3 Watson Personality Insights
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 16 How to Plot Personality Insights Features at Lightspeed - Part 4 - IBM Watson Personality Insights
How to Plot Personality Insights Features at Lightspeed - Part 4 - IBM Watson Personality Insights
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 17 Getting Started With IBM Watson Studio Machine Learning - Part 1 - Predicting Used Car Prices
Getting Started With IBM Watson Studio Machine Learning - Part 1 - Predicting Used Car Prices
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 18 Upload and Visualize Data In IBM Watson Studio - Part 2 - Predicting Used Car Prices
Upload and Visualize Data In IBM Watson Studio - Part 2 - Predicting Used Car Prices
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 19 Clean Data and Feature Engineer in IBM Watson Studio - Part 3 - Predict Used Car Prices
Clean Data and Feature Engineer in IBM Watson Studio - Part 3 - Predict Used Car Prices
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 20 Using Watson Model Builder to Predict Car Prices - Part 4 - Predicting Used Car Prices
Using Watson Model Builder to Predict Car Prices - Part 4 - Predicting Used Car Prices
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 21 Deploy and Make Predictions With Watson Studio - Part 5 - Predicting Used Car Prices
Deploy and Make Predictions With Watson Studio - Part 5 - Predicting Used Car Prices
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 22 Getting Started With IBM Watson Discovery - Part 1 - Stock News Crawler
Getting Started With IBM Watson Discovery - Part 1 - Stock News Crawler
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 23 How to Run Advanced Queries with Watson Discovery - Part 5 - Stock News Crawler
How to Run Advanced Queries with Watson Discovery - Part 5 - Stock News Crawler
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 24 How to Run Search Queries with IBM Watson Discovery - Part 4 - Stock News Crawler
How to Run Search Queries with IBM Watson Discovery - Part 4 - Stock News Crawler
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 25 How to Understand the Watson Discovery Data Schema - Part 3 - Stock News Crawler
How to Understand the Watson Discovery Data Schema - Part 3 - Stock News Crawler
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 26 How to Build a Watson Discovery Web Crawler - Part 2 - Stock News Crawler
How to Build a Watson Discovery Web Crawler - Part 2 - Stock News Crawler
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 27 AI learns what to do next using Tensorflow and Python
AI learns what to do next using Tensorflow and Python
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 28 Chatbot Crash Course for Absolute Beginners - Full 20 Minute Tutorial
Chatbot Crash Course for Absolute Beginners - Full 20 Minute Tutorial
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 29 Shopify Customer Service Chatbot using Python Automation
Shopify Customer Service Chatbot using Python Automation
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 30 Building a Reddit Keyword Research Chatbot
Building a Reddit Keyword Research Chatbot
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 31 Chatbot App Tutorial with Javascript Node.js [Part 1]
Chatbot App Tutorial with Javascript Node.js [Part 1]
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 32 Javascript Chatbot From Scratch with React.Js [Part 2]
Javascript Chatbot From Scratch with React.Js [Part 2]
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 33 Predicting Churn with Automated Python Machine Learning
Predicting Churn with Automated Python Machine Learning
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 34 Sales Forecasting in Excel with Machine Learning and Python Automation
Sales Forecasting in Excel with Machine Learning and Python Automation
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 35 Automate Budgeting with Python and Planning Analytics
Automate Budgeting with Python and Planning Analytics
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 36 AI vs Machine Learning vs Deep Learning vs Data Science
AI vs Machine Learning vs Deep Learning vs Data Science
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 37 Optimizing Marketing Spend using Linear Programming || Marketing Opt PT.1
Optimizing Marketing Spend using Linear Programming || Marketing Opt PT.1
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 38 Solving Optimization Problems with Python Linear Programming
Solving Optimization Problems with Python Linear Programming
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 39 Loading Data into Planning Analytics with Python || Marketing Opt PT.2
Loading Data into Planning Analytics with Python || Marketing Opt PT.2
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 40 Building Marketing Dashboards with Planning Analytics Workspace || Marketing Opt PT.3
Building Marketing Dashboards with Planning Analytics Workspace || Marketing Opt PT.3
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 41 Optimizing Resource Allocation with Docplex and Planning Analytics || Marketing Opt PT.4
Optimizing Resource Allocation with Docplex and Planning Analytics || Marketing Opt PT.4
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 42 Exploratory Data Analysis With Pandas || Python Machine Learning PT.1
Exploratory Data Analysis With Pandas || Python Machine Learning PT.1
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 43 Preparing Pandas Dataframes for Machine Learning || Python Machine Learning PT.2
Preparing Pandas Dataframes for Machine Learning || Python Machine Learning PT.2
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 44 Python Machine Learning with Scikit Learn - Regression || Python Machine Learning PT.3
Python Machine Learning with Scikit Learn - Regression || Python Machine Learning PT.3
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 45 Deploying Machine Learning Models with Watson Machine Learning || Python Machine Learning PT.4
Deploying Machine Learning Models with Watson Machine Learning || Python Machine Learning PT.4
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 46 Mind Blowing Machine Learning Apps with Node.JS and Watson Machine Learning || Python ML PT.5
Mind Blowing Machine Learning Apps with Node.JS and Watson Machine Learning || Python ML PT.5
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 47 Build FAST Machine Learning Apps with Javascript React.Js and Watson || Python ML PT.6
Build FAST Machine Learning Apps with Javascript React.Js and Watson || Python ML PT.6
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 48 Analyzing Twitter Accounts with Python and Personality Insights
Analyzing Twitter Accounts with Python and Personality Insights
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 49 Converting Speech to Text in 10 Minutes with Python and Watson
Converting Speech to Text in 10 Minutes with Python and Watson
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 50 Build a Face Mask Detector in 20 Minutes with Watson and Python
Build a Face Mask Detector in 20 Minutes with Watson and Python
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 51 AI Text to Speech in 10 Minutes with Python and Watson TTS
AI Text to Speech in 10 Minutes with Python and Watson TTS
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 52 Pandas for Data Science in 20 Minutes | Python Crash Course
Pandas for Data Science in 20 Minutes | Python Crash Course
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 53 Language Translation and Identification in 10 Minutes with Python and Watson AI
Language Translation and Identification in 10 Minutes with Python and Watson AI
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 54 Analyse ANY Conversation in 10 Minutes with Python and Watson Tone Analyser
Analyse ANY Conversation in 10 Minutes with Python and Watson Tone Analyser
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 ▶ Deep Reinforcement Learning Tutorial for Python in 20 Minutes
Deep Reinforcement Learning Tutorial for Python in 20 Minutes
Nicholas Renotte
 56 NumPy for Beginners in 15 minutes | Python Crash Course
NumPy for Beginners in 15 minutes | Python Crash Course
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Real Time Pose Estimation with Tensorflow.Js and Javascript
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