Access courses

Deep Reinforcement Learning Course

Preview certificate

What will I learn?

Unlock the potential of Deep Reinforcement Learning with our comprehensive course designed for technology professionals in Lesotho. Dig deeper into important ideas such as state, action, and reward, and become skilled in using algorithms like DQN, PPO, and A3C. Get practical experience with TensorFlow and PyTorch, and look at smart grid systems to use energy better. Improve your abilities in made-up settings using OpenAI Gym, and learn how to properly write down and share what you find. Boost your job chances with useful, high-quality education.

Apoia's Unique Features

Accessible online course with lifetime access
Certificate aligned with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you wish to study
Customize your course workload
Instant feedback on practical activities
Learn at your own pace, no internet required

Develop skills

Enhance your practical skills as listed below

Become Skilled in TensorFlow & PyTorch: Use leading frameworks to build DRL models.

Improve Smart Grids: Use DRL solutions to deal with energy problems in Lesotho.

Write Down & Report: Clearly explain how things are set up and what the results are.

Make Fake Environments: Use OpenAI Gym to make training situations that are like real life.

Check & Make Better: Judge and improve how well DRL models work.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can adjust the chapters and workload.

  • Choose your starting chapter
  • Add or remove chapters
  • Alter the total course workload

Examples of chapters you can include

You'll be able to generate additional chapters similar to the examples below

This is a free course focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your career.