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Overview
Apply deep learning to artificial intelligence and reinforcement learning using evolution strategies, A2C, and DDPG What you'll learn: Understand a cutting-edge implementation of the A2C algorithm (OpenAI Baselines)Understand and implement Evolution Strategies (ES) for AIUnderstand and implement DDPG (Deep Deterministic Policy Gradient)Understand important foundations for OpenAI ChatGPT, GPT-4 Ever wondered how AI technologies like OpenAI ChatGPT and GPT-4 really work? In this course, you will learn the foundations of these groundbreaking applications.Welcome to Cutting-Edge AI!This is technically Deep Learning...
Syllabus
- Welcome
- Review of Fundamental Reinforcement Learning Concepts
- A2C (Advantage Actor-Critic)
- DDPG (Deep Deterministic Policy Gradient)
- ES (Evolution Strategies)
- Setting Up Your Environment (FAQ by Student Request)
- Extra Help With Python Coding for Beginners (FAQ by Student Request)
- Effective Learning Strategies for Machine Learning (FAQ by Student Request)
- Appendix / FAQ Finale
Instructor
Lazy Programmer Inc.
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