Reinforcement And Learning Theory – alle Bücher

Aaron M. Roth, Elham Tabassi, Ram D. Sriram, Dinesh Manocha
Explainable and Interpretable Reinforcement Learning for Robotics

This book surveys the state of the art in explainable and interpretable reinforcement learning (RL) as relevant for robotics. While RL in general has grown in popularity and been applied to increasingly c…

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Hang Wang, Junshan Zhang, Sen Lin
Continual and Reinforcement Learning for Edge AI

This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance …

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Deep Reinforcement Learning and Its Industrial Use Cases

This book serves as a bridge connecting the theoretical foundations of DRL with practical, actionable insights for implementing these technologies in a variety of industrial contexts, making it a valuable…

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Baihan Lin
Reinforcement Learning Methods in Speech and Language Technology

This book offers a comprehensive guide to reinforcement learning (RL) and bandits methods, specifically tailored for advancements in speech and language technology. Starting with a foundational overview o…

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Deep Learning Theory and Applications

The two-volume set CCIS 2171 and 2172 constitutes the refereed papers from the 5th INternational Conference on Deep Learning Theory and Applications, DeLTA 2024, which took place in Dijon, France, during …

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Bosen Lian, Wenqian Xue, Bahare Kiumarsi, Hamidreza Modares
Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games develops its specific learning techniques, motivated by application to autonomous driving and microgrid systems, with brea…

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Deep Learning Theory and Applications

The two-volume set CCIS 2171 and 2172 constitutes the refereed best papers from the 5th International Conference on Deep Learning Theory and Applications, DeLTA 2024, which took place in Dijon, France, du…

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Zubair Ahmad, Noora J. Al-Thani
Teaching and Learning with Research Cognitive Theory

This open access volume explores the transformative role of Research Cognitive Theory (RCT) in education, emphasizing its application in fostering curiosity, creativity, innovation, problem-solving skills…

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Theory Informing and Arising from Learning Analytics

Theory Informing and Arising from Learning Analytics delves into the dynamic intersection of learning theory and educational data analysis within the field of Learning Analytics (LA). This groundbreaking …

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Prashad
Optimization Algorithms for Machine Learning: Theory and Practice

In the realm of machine learning, optimization algorithms play a pivotal role in refining models for optimal performance. These algorithms, ranging from classic gradient descent to advanced techniques lik…

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Theory and Practice in Adult Literacy, Learning and Social Change

Offering new theoretical, empirical and methodological perspectives on adult literacy, lifelong learning and social change, this book challenges traditional debates on adult literacy and development.The v…

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Samuel Ackerman, Guy Barash, Onn Shehory, Orna Raz
Theory and Practice of Quality Assurance for Machine Learning Systems

This book is a self-contained introduction to engineering and testing machine learning (ML) systems. It systematically discusses and teaches the art of crafting and developing software systems that includ…

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Hans-Dieter Barke, Annette Marohn, Simone Kröger, Günther Harsch
Chemistry Didactics Compact

This textbook offers lecturers at universities, chemistry teachers at schools, student teachers and chemistry students a practical overview with many examples from current chemistry teaching, with novel e…

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Manu Kapur
Productive Failure

Praise for PRODUCTIVE FAILURE"Productive Failure perfectly defines the power and science of learning from failure; a must-read for anyone looking to transform their game, not just in sport, but in al…

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The Bloomsbury Handbook of Hip Hop Pedagogy

The Bloomsbury Handbook of Hip Hop Pedagogyis the first reference work to cover the theory, history, research methodologies, and practice of Hip Hop pedagogy. Including 20 chapters from activist-oriented …

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Cara A Chiaraluce
Becoming an Expert Caregiver

This book features the voices of 50 primary caregivers of autistic and neurodivergent children who illuminate the process through which lay women become expert caregivers to provide the best care for thei…

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Cara A Chiaraluce
Becoming an Expert Caregiver

This book features the voices of 50 primary caregivers of autistic and neurodivergent children who illuminate the process through which lay women become expert caregivers to provide the best care for thei…

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Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu
Machine Learning Production Systems

"Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting--especially for recent ML graduates and those movin…

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Steve Wilson
The Developer's Playbook for Large Language Model Security

"Large language models (LLMs) are not just shaping the trajectory of AI, they're also unveiling a new era of security challenges. This practical book takes you straight to the heart of these threats.…

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