Deep Reinforcement Learning Course
What will I learn?
Unleash the power of Deep Reinforcement Learning with our course, specially designed for tech professionals. Get stuck into important concepts like state, action, and reward, and become a pro at algorithms like DQN, PPO, and A3C. Get your hands dirty with TensorFlow and PyTorch, and check out smart grid systems to make energy use more efficient. Level up your skills in simulated environments using OpenAI Gym, and learn how to properly document and report what you find. Boost your career with practical, top-notch learning, lah!
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master TensorFlow & PyTorch: Build DRL models using the best frameworks, can or not?
Optimise Smart Grids: Tackle energy problems with DRL solutions, confirm!
Document & Report: Write down how things are set up and what you find, so everyone understands.
Simulate Environments: Use OpenAI Gym to make realistic training situations.
Evaluate & Enhance: Check and improve how well DRL models work, steady pom pi pi.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like 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 it offers practical and relevant knowledge for your professional journey.