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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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