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You are here: Home ▶ Limited-Time Offers ▶ PyTorch 1.x Reinforcement Learning Cookbook

PyTorch 1.x Reinforcement Learning Cookbook

January 29, 2022

PyTorch 1.x Reinforcement Learning Cookbook

With PyTorch 1.x Reinforcement Learning Cookbook, use PyTorch 1.x to design and build self-learning artificial intelligence (AI) models. Implement RL algorithms to solve control and optimization challenges faced by data scientists today. (Limited-time offer)

 

Table of Contents

  • Getting Started with Reinforcement Learning and PyTorch
  • Markov Decision Processes and Dynamic Programming
  • Monte Carlo Methods for Making Numerical Estimations
  • Temporal Difference and Q-Learning
  • Solving Multi-armed Bandit Problems
  • Scaling Up Learning with Function Approximation
  • Deep Q-Networks in Action
  • Implementing Policy Gradients and Policy Optimization
  • Capstone Project – Playing Flappy Bird with DQN

Download Free PDF / Read Online

Author(s): Yuxi (Hayden) Liu
Publisher: Packt Publishing
Published: October 2019
Format(s): Online
File size: –
Number of pages: 340
Download / View Link(s): This offer has ended.
Free as of 09/03/2020 01/29/2022.

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  5. Theory and Novel Applications of Machine Learning
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