OpenAI Gym Training Course
OpenAI Gym serves as an open-source interface designed for the creation, development, and comparison of reinforcement learning (RL) tasks and algorithms. It offers a comprehensive suite of environment libraries that facilitate the execution of reinforcement learning tasks with ease.
This instructor-led live training, available online or onsite, is tailored for researchers and developers seeking to install, configure, customise, and implement OpenAI Gym to rapidly develop reinforcement learning algorithms.
Upon completion of this training, participants will possess the skills to build, develop, execute, and test reinforcement learning algorithms, thereby optimising tasks and achieving optimal outcomes.
Course Format
- Interactive lectures and discussions.
- Numerous exercises and practical sessions.
- Hands-on implementation within a live lab environment.
Course Customisation Options
- To request customised training for this course, please contact us to arrange the details.
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
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