| view 👀:39 |
🙍 oneddl |
redaktor: Baturi | Rating👍:
Practical Simulations for Machine Learning (Second Early Release) [#351791]
English | 2021 | ISBN: 9781492089919 | 215 pages | PDF,EPUB | 26.55 MB
Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can create artificial data using simulations to train traditional machine learning models. That's just the beginning.
With this practical book, you'll explore the possibilities of simulation- and synthesis-based machine learning and AI, with a focus on deep reinforcement learning and imitation learning techniques. AI and ML are increasingly data driven, and simulations are a powerful, engaging way to unlock their full potential.
With this deeply practical book, you'll learn how to:
Design an approach for solving ML and AI problems using simulations
Use a game engine to synthesize images for use as training data
Create simulation environments designed for training deep reinforcement learning and imitation learning
Use and apply efficient general-purpose algorithms for simulation-based ML, such as proximal policy optimization (PPO) and soft actor-critic (SAO)
Train ML models locally, concurrently, and in the cloud
Use PyTorch, TensorFlow, the Unity ML-Agents and Perception Toolkits to enable ML tools to work with industry-standard game development tools
Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me
.html
https://rapidgator.net/file/a88ce65d44bf218b50d2793414046132/dwnis.P.S.f.M.L.S.E.R.rar.html
⚠️ Dead Link ?
You may submit a re-upload request using the search feature.
All requests are reviewed in accordance with our Content Policy.
Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.
Comments (0)
Users of Guests are not allowed to comment this publication.