Reinforcement Archives - Page 2 of 2

Linkedin Learning – Reinforcement Learning Foundations

11/02/2021 Learning for Life Leave a Comment

Linkedin Learning – Reinforcement Learning Foundations-XQZT
English | Size: 179.54 MB
Category: Tutorial

Learn the basics of reinforcement learning (RL), including the terminology, the kinds of problems you can solve with RL, and the different methods for solving those problems [Read more…]

Addison Wesley Professional Machine Vision GANs and Deep Reinforcement Learning Sneak Peak

23/03/2020 Learning for Life Leave a Comment

Addison Wesley Professional Machine Vision GANs and Deep Reinforcement Learning Sneak Peak-XCODE
English | Size: 1.38 GB
Category: Tutorial

An intuitive introduction to the latest superhuman capabilities facilitated by Deep Learning.
Machine Vision, GANs, Deep Reinforcement Learning LiveLessons is an introduction to three of the most exciting topics in Deep Learning today. Modern machine vision involves automated systems outperforming humans on image recognition, object detection, and image segmentation tasks. Generative Adversarial Networks cast two Deep Learning networks against each other in a “forger-detective” relationship, enabling the fabrication of stunning, photorealistic images with flexible, user-specifiable elements. Deep Reinforcement Learning has produced equally surprising advances, including the bulk of the most widely-publicized “artificial intelligence” breakthroughs. Deep RL involves training an “agent” to become adept in given “environments,” enabling algorithms to meet or surpass human-level performance on a diverse range of complex challenges, including Atari video games, the board game Go, and subtle hand-manipulation tasks. Throughout these lessons, essential theory is brought to life with intuitive explanations and interactive, hands-on Jupyter notebook demos. Examples feature Python and straightforward Keras layers in TensorFlow 2, the most popular Deep Learning library. [Read more…]

Packt – Hands-On Reinforcement Learning with Java

17/09/2019 Learning for Life Leave a Comment

Packt – Hands-On Reinforcement Learning with Java-ZH
English | Size: 281.60 MB
Category: Tutorial

There are problems in data science and the ML world that cannot be solved with supervised or unsupervised learning. When the standard ML engineer’s toolkit is not enough, there is a new approach you can learn and use: reinforcement learning.
[Read more…]

Manning | Reinforcement Learning in Motion-XCODE

20/02/2019 Learning for Life Leave a Comment

Manning | Reinforcement Learning in Motion-XCODE
English | Size: 4.63 GB
Category: Tutorial

We all learn by interacting with the world around us, constantly experimenting and interpreting the results. Reinforcement learning is a machine learning technique that follows this same explore-and-learn approach. Ideally suited to improve applications like automatic controls, simulations, and other adaptive systems, a RL algorithm takes in data from its environment and improves its accuracy based on the positive and negative outcomes of these interactions. This liveVideo course will get you started!
[Read more…]

Udemy – Advanced AI Deep Reinforcement Learning in Python

08/09/2017 Learning for Life Leave a Comment

Udemy – Advanced AI Deep Reinforcement Learning in Python
English | Size: 518.25 MB
Category: Tutorial

This course is all about the application of deep learning and neural networks to reinforcement learning.

If you’ve taken my first reinforcement learning class, then you know that reinforcement learning is on the bleeding edge of what we can do with AI.

Specifically, the combination of deep learning with reinforcement learning has led to AlphaGo beating a world champion in the strategy game Go, it has led to self-driving cars, and it has led to machines that can play video games at a superhuman level. [Read more…]