[ FreeCourseWeb.com ] Python Reinforcement Learning Projects (PDF)



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ISBN: 1788991613 | 2018 | PDF | 296 pages | 16 MB

Rajalingappaa Shanmugamani, Sean Saito, Yang Wenzhuo, "Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow"



Learn



Train and evaluate neural networks built using TensorFlow for RL

Use RL algorithms in Python and TensorFlow to solve CartPole balancing

Create deep reinforcement learning algorithms to play Atari games

Deploy RL algorithms using OpenAI Universe

Develop an agent to chat with humans

Implement basic actor-critic algorithms for continuous control

Apply advanced deep RL algorithms to games such as Minecraft

Autogenerate an image classifier using RL

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