OpenAI Gym Courses and Certifications

Nicholas Renotte

Building a Custom Environment for Deep Reinforcement Learning with OpenAI Gym and Python

Learn to create and train custom reinforcement learning environments using OpenAI Gym and Python. Covers environment setup, DQN agent training, and practical implementation with Keras-RL.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Introducción a la Inteligencia Artificial: Principales Algoritmos

29 reviews

Aprende cómo funcionan los algoritmos de inteligencia artificial que hacen posible los chatbos, automóviles autónomos, el reconocimiento de voz y más.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Modern Reinforcement Learning: Deep Q Agents (PyTorch & TF2)

1112 ratings at Udemy

How to Turn Deep Reinforcement Learning Research Papers Into Agents That Beat Classic Atari Games

• Udemy
• 6 hours 45 minutes
• On-Demand
• Paid Course

Modern Reinforcement Learning: Actor-Critic Agents

526 ratings at Udemy

Implement Cutting Edge Artificial Intelligence Research Papers in the Open AI Gym Using the PyTorch & Tensorflow2

• Udemy
• 10 hours 22 minutes
• On-Demand
• Paid Course

Artificial Intelligence for Simple Games

310 ratings at Udemy

Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games!

• Udemy
• 12 hours 24 minutes
• On-Demand
• Paid Course

Curiosity Driven Deep Reinforcement Learning

182 ratings at Udemy

How Agents Can Learn In Environments With No Rewards

• Udemy
• 4 hours 9 minutes
• On-Demand
• Paid Course

Nicholas Renotte

Reinforcement Learning with Python

Master reinforcement learning fundamentals and build AI agents that play games and trade stocks using Python, OpenAI Gym, and deep learning techniques.

• YouTube
• 6 hours 9 minutes
• On-Demand
• Free Video

Reinforcement Learning Course - Full Machine Learning Tutorial

Reinforcement learning is an area of machine learning that involves taking right action to maximize reward in a particular situation. In this full tutorial course, you will get a solid foundation in reinforcement learning core topics.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

Python Reinforcement Learning using OpenAI Gymnasium – Full Course

Comprehensive guide to reinforcement learning using Gymnasium, covering basics, implementation in Blackjack and Cartpole environments, and advanced topics like multi-agent systems and Deep Q-Networks.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Video

Nicholas Renotte

Deep Reinforcement Learning Tutorial for Python

Learn to create OpenAI Gym environments, build deep learning models, and train reinforcement learning agents using Tensorflow, Keras, and Keras-RL in this hands-on tutorial for Python developers.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Part Time Larry

OpenAI for Finance - Overview

Explore OpenAI's products and APIs for financial applications, including GPT-3, generative art, and reinforcement learning tools.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Nicholas Renotte

Reinforcement Learning - Full Course Using Python

Comprehensive introduction to reinforcement learning using Python, covering fundamentals, custom environments, and practical projects like Atari games and autonomous driving.

• YouTube
• 3 hours 2 minutes
• On-Demand
• Free Video

Nicholas Renotte

Deep Reinforcement Learning for Atari Games Python Tutorial - AI Plays Space Invaders

Learn to build AI models that play Space Invaders using Python, OpenAI Gym, and TensorFlow. Explore reinforcement learning techniques to create autonomous game-playing agents and improve your coding skills.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Nicholas Renotte

Build a Doom AI Model with Python - Gaming Reinforcement Learning Full Course

Learn to create AI models for Doom using Python, VizDoom, OpenAI Gym, and Stable Baselines 3. Master reinforcement learning techniques, curriculum learning, and reward shaping for game AI development.

• YouTube
• 3 hours 17 minutes
• On-Demand
• Free Video

Nicholas Renotte

Python Reinforcement Learning Tutorial for Beginners

Learn to create an OpenAI gym environment, train a reinforcement learning algorithm for the Lunar Lander problem, and use stable_baselines algorithms in Python. Practical guide with code examples and step-by-step instructions.

• YouTube
• 26 minutes
• On-Demand
• Free Video