POLYMERS : Chemistry & Physics of Modern Materials (3版)

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作(編/譯)者 : COWIE 出版年份 : 2008 ISBN : 9780849398131 書號 : CX0258 幾色 : 1 發行公司 : TAYLOR & FRANCIS 版權日期 : 520 版次 : 3E Table of Contents: 1. Introduction 2. Step-Growth Polymerization 3. Free-Radical Addition Polymerization 4. Ionic Polymerization 5. Linear Copolymers and Other Architectures 6. Polymer Stereochemistry 7. Polymerization Reactions Initiated by Metal Catalysts and Transfer Reactions 8. Polymers in Solution 9. Polymer Characterization - Molar Masses 10. Polymer Characterization - Chain Dimensions, Structures, and Morphology 11. The Crystalline State and Partially Ordered Structures 12. The Glassy State and Glass Transition 13. Rheology and Mechanical Properties 14. The Elastomeric State 15. Structure-Property Relations 16. Polymers fo

Multi-Agent Reinforcement Learning: Foundations and Modern Approaches (1版)

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【簡介】 The first comprehensive introduction to Multi-Agent Reinforcement Learning (MARL), covering MARL’s models, solution concepts, algorithmic ideas, technical challenges, and modern approaches.Multi-Agent Reinforcement Learning (MARL), an area of machine learning in which a collective of agents learn to optimally interact in a shared environment, boasts a growing array of applications in modern life, from autonomous driving and multi-robot factories to automated trading and energy network management. This text provides a lucid and rigorous introduction to the models, solution concepts, algorithmic ideas, technical challenges, and modern approaches in MARL. The book first introduces the field’s foundations, including basics of reinforcement learning theory and algorithms, interactive game models, different solution concepts for games, and the algorithmic ideas underpinning MARL research. It then details contemporary MARL algorithms which leverage deep learning techniques, covering ideas such as centralized training with decentralized execution, value decomposition, parameter sharing, and self-play. The book comes with its own MARL codebase written in Python, containing implementations of MARL algorithms that are self-contained and easy to read. Technical content is explained in easy-to-understand language and illustrated with extensive examples, illuminating MARL for newcomers while offering high-level insights for more advanced readers. First textbook to introduce the foundations and applications of MARL, written by experts in the fieldIntegrates reinforcement learning, deep learning, and game theoryPractical focus covers considerations for running experiments and describes environments for testing MARL algorithmsExplains complex concepts in clear and simple languageClassroom-tested, accessible approach suitable for graduate students and professionals across computer science, artificial intelligence, and robotics Resources include code and slides

Modern Take on Physics, a - Volume 2: Classical and Quantum Field Theory (1版)

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【簡介】 These two volumes cover the classical topics typically taught in undergraduate physics courses and beyond. However, we teach classical physics using a very different language from traditional books, influenced by the language of modern physics, in a move to encourage a positive approach towards the latter subject. Based around the unifying concept of energy, we take a distinct approach to the organisation of material, presenting physics in a cohesive manner without separating topics such as mechanics, kinematics, thermodynamics, electricity, and magnetism. Instead, physics is revealed gradually, emphasising a holistic approach to science. Despite this peculiarity, we have maintained the conventional separation between Physics I and II to assist teachers in smoothly integrating these books into their courses.These innovative volumes present valuable new perspectives. Although their approach is bold, they will certainly prompt interesting reflections on traditional teachings. A significant portion of this second volume is committed to modern physics, including an introduction to the standard model of fundamental interactions. The old quantum mechanics is largely excluded in favour of quantum field theory, which we present in a manner accessible to undergraduate students.