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Overview
The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks What you'll learn: Build various deep learning agents (including DQN and A3C)Apply a variety of advanced reinforcement learning algorithms to any problemQ-Learning with Deep Neural NetworksPolicy Gradient Methods with Neural NetworksReinforcement Learning with RBF NetworksUse Convolutional Neural Networks with Deep Q-LearningUnderstand 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...
Syllabus
- Introduction and Logistics
- The Basics of Reinforcement Learning
- OpenAI Gym and Basic Reinforcement Learning Techniques
- TD Lambda
- Policy Gradients
- Deep Q-Learning
- A3C
- Theano and Tensorflow Basics Review
- Setting Up Your Environment (FAQ by Student Request)
- Extra Help With Python Coding for Beginners (FAQ by Student Request)
Instructor
Lazy Programmer Team
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