Thema Maschinelles Lernen – alle Bücher, Seite 6

Shie Mannor, Yishay Mansour, Aviv Tamar
Reinforcement Learning Foundations

Bridging the gap between introductory texts and the specialized research literature, this is one of the first truly rigorous yet accessible treatments of modern reinforcement learning. Written by three le…

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Stefano De Marchi, Francesco Marchetti, Emma Perracchione
Kernel-Based Methods

Kernel methods, with origins in the pioneering work of Mercer (1909), Bochner (1933), and Aronszajn (1950), have become central tools in modern mathematics and machine learning. This book explores their d…

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Luca Massaron, John Paul Mueller
Machine Learning For Dummies

The most human-friendly book on machine learningSomewhere buried in all the systems that drive artificial intelligence, you'll find machine learning-the process that allows technology to build knowledge b…

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Sean Meyn
Control Systems and Reinforcement Learning

"A high school student can create deep Q-learning code to control her robot, without any understanding of the meaning of "deep" or "Q", or why the code sometimes fails. This book …

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Rudy Milani
Advanced Automation for Comprehensible Causal Explanations of Reinforcement Learning Agents

This thesis introduces Auto-BENEDICT, a novel, fully automated methodology designed to generate human-comprehensible causal explanations for model-free Reinforcement Learning (RL) agents. The system addre…

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Harshit Mishra, Sucheta Soundarajan
Addressing Bias in Information Retrieval

SpringerBriefs in Intelligent Systems

Online search engines are an essential tool for seeking information, but results returned from these search engines can contain undesirable forms of bias with respect to protected attributes such as gende…

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Laurence Moroney,
PyTorch für KI und ML

Animals

PyTorch kompetent nutzen, KI-Modelle erfolgreich bauenEin praxis- und codeorientierter Guide für Python-Entwickler*innenAnwendungen mit KI und ML entwickeln, ohne fortgeschrittene Mathematik- oder Theorie…

sofort lieferbar

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Laura Mostert, Roy Lindelauf, Chiara Pulice, Marnix Provoost
Machine Learning Techniques to Predict Terrorist Attacks

Terrorism, Security, and Computation

One of the most influential actors in spreading Islamist violence across the Sahel is Jama'at Nasr Al Islam Wal Muslimin (JNIM).This book provides the first systematic quantitative analysis of JNIM's beha…

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Francesco Nappo, Giovanni Valente
Analogical Reasoning in Science

Elements in the Philosophy of Science

When faced with a difficult problem or limited information about a novel domain, how do scientists advance their research? As historians of science have widely noted, one strategy common to the natural an…

lieferbar in mind. 4 Wochen

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Francesco Nappo, Giovanni Valente
Analogical Reasoning in Science

When faced with a difficult problem or limited information about a novel domain, how do scientists advance their research? As historians of science have widely noted, one strategy common to the natural an…

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Anand Nayyar, Bandana Mahapatra, Suchit Mishra
Mental Health Prediction using Machine Learning and Deep Learning Technology

Today the integration of technologies like Machine Learning (ML) and Deep Learning (DL) are enabling us to understand, predict, and manage the rising mental health concerns better. This volume provides a …

lieferbar ab 16.10.2026.

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Pedro Oliveira, João Da Cruz Pereira, Paulo Novais
Architectures for Agentic AI

SpringerBriefs in Intelligent Systems

This book explores the emerging paradigm of Agentic AI, where Large Language Models (LLMs) and Reinforcement Learning (RL) converge to create intelligent, autonomous, and adaptive systems. It provides a u…

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David Pacheco Aznar, Esteban Vanegas, Miquel Noguer I Alonso
Large Language Models

This book provides a technically rigorous yet accessible guide to Large Language Models (LLMs), charting their evolution from academic research projects into critical infrastructure for industries as dive…

lieferbar ab 28.10.2026.

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Bishwajeet Kumar Pandey, Deepak Bhaskar Acharya, Swapnali Naik
Artificial Intelligence

The book emphasizes the importance of responsible artificial intelligence practices, including transparency, bias mitigation, and ethical decision-making. Each chapter combines theoretical depth with prac…

lieferbar ab 30.11.2026.

Buch

Stefan Papp, Jeannette Gorzala, Gerald A. Hahn, Georg Langs
Handbuch Data Science und KI

Bietet einen umfassenden Überblick über die verschiedenen Anwendungsbereiche von Data Science und KIMit Fallbeispielen aus der Praxis, um die beschriebenen Konzepte greifbar zu machenMit praktischen Beisp…

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Stefan Papp, Zoltan Toth, Katherine Munro, Wolfgang Weidinger
The Handbook of Data Science and AI

A comprehensive overview of the various fields of application of data science and artificial intelligence.Case studies from practice to make the described concepts tangible.Practical examples to help you …

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Scott A. Pardo
Beyond the T-Test

This book was inspired by years of questions asked by non-statistical professionals, from social scientists, public policy analysts, regulatory affairs specialists, engineers, and physical scientists. It …

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Jungyeul Park
Evaluation by Alignment

Synthesis Lectures on Computer Science

This book presents a novel, alignment-based evaluation framework that tackles a persistent challenge in natural language processing (NLP): how to fairly and accurately evaluate systems when preprocessing …

lieferbar innerhalb 2-3 Wochen

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Liangrui Peng, Ruijie Yan
Multilingual Text Recognition

Multilingual text recognition is crucial for cross language information acquisition and related applications in the mobile computing era. The core problem is to find efficient representation and decoding …

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Timon Rabczuk, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang
Scientific Machine Learning with Engineering Applications

Studies in Systems, Decision and Control - Band 667

This book equips readers with a rigorous and practical framework for solving complex engineering problems directly from governing equations using modern machine learning techniques. It bridges established…

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