Reinforcement Learning: Mathematical Foundations and Algorithmic Principles

Reinforcement Learning: Mathematical Foundations and Algorithmic Principles

Reinforcement Learning Foundations

Cambridge University Press

Statistical Reinforcement Learning: Modern Machine Learning Approaches (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Chapman and Hall/CRC

Reinforcement Learning: Industrial Applications of Intelligent Agents

O'Reilly

Deep Reinforcement Learning: Frontiers of Artificial Intelligence

Springer

Deep Reinforcement Learning: Frontiers of Artificial Intelligence

Springer

Reinforcement Learning From Scratch: Understanding Current Approaches - with Examples in Java and Greenfoot

Springer

Mathematical Foundations of Deep Learning: Theory and Algorithms (Chapman & Hall/CRC Mathematics and Artificial Intelligence Series)

Chapman and Hall/CRC

Machine Learning with Neural Networks: An Introduction for Scientists and Engineers

Cambridge University Press

Deep Reinforcement Learning in Action

Manning

Grokking Deep Reinforcement Learning

Manning

Mastering Applied Mathematics for Industrial Engineering: A Comprehensive Guide for Industrial Engineering Students and Professionals

Distributional Reinforcement Learning (Adaptive Computation and Machine Learning)

MIT Press

Reinforcement Learning: 173 (The Springer International Series in Engineering and Computer Science, 173)

Springer

An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces (Compact Textbooks in Mathematics)

Birkhauser

Artificial Intelligence: A Textbook

Springer

Machine Learning and Its Application: A Quick Guide for Beginners

A Practical Guide to Reinforcement Learning from Human Feedback: Foundations, aligning large language models, and the evolution of preference-based methods

Packt Publishing

Blockchain from First Principles: A Mathematical and Systems Introduction to Ledgers, Consensus, and Security

Fundamentals of Pattern Recognition and Machine Learning

Springer

Deep Learning in Gaming and Animations: Principles and Applications (Explainable AI XAI for Engineering Applications)

CRC Press

Cambridge Mathematics for Machine Learning Textbook

Cambridge University Press

The Nature of Mathematics

Cengage Learning

Transfer in Reinforcement Learning Domains: 216 (Studies in Computational Intelligence, 216)

Springer