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 of09/03/2020 01/29/2022.
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