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Distributional Reinforcement Learning
Distributional Reinforcement Learning
ISBN: 9780262048019
The first comprehensive guide to distributional reinforcement learning, providing a new mathematical formalism for thinking about decisions from a probabilistic perspective.
Microprediction
Building an Open AI Network
ISBN: 9780262047326
How a web-scale network of autonomous micromanagers can challenge the AI revolution and combat the high cost of quantitative business optimization.
Introduction to Online Convex Optimization, second edition
Introduction to Online Convex Optimization
ISBN: 9780262046985
In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization....
Algorithms for Decision Making
Algorithms for Decision Making
ISBN: 9780262047012
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.
High-Performance Big Data Computing
High-Performance Big Data Computing
ISBN: 9780262046855
An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep learning.
Cognitive Robotics
ISBN: 9780262046831
The current state of the art in cognitive robotics, covering the challenges of building AI-powered intelligent robots inspired by natural cognitive systems.
Probabilistic Machine Learning
Probabilistic Machine Learning
An Introduction
ISBN: 9780262046824
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.
Your Wit Is My Command
Building AIs with a Sense of Humor
ISBN: 9780262045995
For fans of computers and comedy alike, an accessible and entertaining look into how we can use artificial intelligence to make smart machines funny.
An Introduction to Lifted Probabilistic Inference
An Introduction to Lifted Probabilistic Inference
ISBN: 9780262542593
Recent advances in the area of lifted inference, which exploits the structure inherent in relational probabilistic models.
Machine Learning, revised and updated edition
Machine Learning
ISBN: 9780262542524
A concise overview of machine learning—computer programs that learn from data—the basis of such applications as voice recognition and driverless cars.
Distributional Reinforcement Learning
Distributional Reinforcement Learning
ISBN: 9780262048019
The first comprehensive guide to distributional reinforcement learning, providing a new mathematical formalism for thinking about decisions from a probabilistic perspective.
Microprediction
Building an Open AI Network
ISBN: 9780262047326
How a web-scale network of autonomous micromanagers can challenge the AI revolution and combat the high cost of quantitative business optimization.
Introduction to Online Convex Optimization, second edition
Introduction to Online Convex Optimization
ISBN: 9780262046985
In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization....
Algorithms for Decision Making
Algorithms for Decision Making
ISBN: 9780262047012
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.
High-Performance Big Data Computing
High-Performance Big Data Computing
ISBN: 9780262046855
An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep learning.
Cognitive Robotics
ISBN: 9780262046831
The current state of the art in cognitive robotics, covering the challenges of building AI-powered intelligent robots inspired by natural cognitive systems.
Probabilistic Machine Learning
Probabilistic Machine Learning
An Introduction
ISBN: 9780262046824
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.
Your Wit Is My Command
Building AIs with a Sense of Humor
ISBN: 9780262045995
For fans of computers and comedy alike, an accessible and entertaining look into how we can use artificial intelligence to make smart machines funny.
An Introduction to Lifted Probabilistic Inference
An Introduction to Lifted Probabilistic Inference
ISBN: 9780262542593
Recent advances in the area of lifted inference, which exploits the structure inherent in relational probabilistic models.
Machine Learning, revised and updated edition
Machine Learning
ISBN: 9780262542524
A concise overview of machine learning—computer programs that learn from data—the basis of such applications as voice recognition and driverless cars.