Advanced AI: Deep Reinforcement Learning in Python

Advanced AI: Deep Reinforcement Learning in Python

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 problem
  • Q-Learning with Deep Neural Networks
  • Policy Gradient Methods with Neural Networks
  • Reinforcement Learning with RBF Networks
  • Use Convolutional Neural Networks with Deep Q-Learning


  • Know reinforcement learning basics, MDPs, Dynamic Programming, Monte Carlo, TD Learning
  • College-level math is helpful
  • Experience building machine learning models in Python and Numpy
  • Know how to build ANNs and CNNs using Theano or Tensorflow

Who this course is for:

  • Professionals and students with strong technical backgrounds who wish to learn state-of-the-art AI techniques


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