OpenAI Gym Training Course
OpenAI Gym is an open-source toolkit designed to facilitate the creation, development, and comparison of reinforcement learning (RL) tasks and algorithms. It offers a comprehensive library of environments to simplify the execution of reinforcement learning projects.
This instructor-led live training, available either online or in-person, is tailored for researchers and developers aiming to install, configure, customize, and implement OpenAI Gym to accelerate the development of reinforcement learning algorithms.
Upon completing this training, participants will be equipped to build, develop, execute, and test reinforcement learning algorithms, optimizing tasks to achieve optimal outcomes.
Course Format
- Interactive lectures and discussions.
- Numerous exercises and practical activities.
- Hands-on implementation within a live laboratory environment.
Customization Options
- To request customized training for this course, please contact us to arrange.
Course Outline
Introduction
Overview of OpenAI Gym Features and Architecture
Learning About OpenAI Gym Basics
Exploring the OpenAI Gym Library
Installing OpenAI Gym and Dependencies
Building Gym Directly from Source
Working with OpenAI Gym Environments
Creating Your Own Environments
Executing Environment Functions and Tasks
Working with Agents, Actions, Observations, and Rewards
Understanding Space Types in Environments
Using OpenAI Gym’s Registry Function
Testing the Algorithms and Environments
Troubleshooting
Summary and Conclusion
Requirements
- Knowledge of Python or other programming languages
- Understanding of artificial intelligence (AI) and machine learning (ML) concepts
Audience
- Researchers
- Developers
Open Training Courses require 5+ participants.
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