{"title":"Synthesis Lectures on Computer Science","description":"\u003cp\u003eBücher aus der Reihe: Synthesis Lectures on Computer Science\u003c\/p\u003e","products":[{"product_id":"neural-symbolic-knowledge-graph-reasoning-lihui-liu-ebook","title":"Neural Symbolic Knowledge Graph Reasoning","description":"\u003cp\u003eThis book explores various aspects of knowledge graph reasoning to solve different tasks, encompassing first, traditional symbolic methods for knowledge graph reasoning; second, recent developments in neural-based knowledge graph reasoning techniques; and third, cutting-edge advancements in neural-symbolic hybrid approaches to knowledge graph reasoning. The authors focus on the model and algorithm design aspect and study knowledge graphs from two perspectives: background knowledge graph and input query. Knowledge graph reasoning, which aims to infer and discover new knowledge from existing information in the knowledge graph, has played an important role in many real-world applications, such as question answering and recommender systems. A new trend in knowledge graph reasoning is the combination of neural models with symbolic knowledge graphs, allowing for the design of models that are not only efficient and accurate, but also interpretable. In this book, the authors study the application of neural-symbolic knowledge reasoning to different tasks from two perspectives: the input query and the background knowledge graph.\u003c\/p\u003e","brand":"Lihui Liu","offers":[{"title":"Default Title","offer_id":53628106375495,"sku":"9783032158581","price":42.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/neural-symbolic-knowledge-graph-reasoning-ebook.webp?v=1775015685"},{"product_id":"metareasoning-for-robots-jeffrey-w-herrmann-ebook","title":"Metareasoning for Robots","description":"\u003cp\u003eThis Second Edition provides an essential resource that robotics researchers and engineers can use to make their robots smarter. This book includes design guidelines and helpful examples from state-of-the-art research. The author utilizes a systems engineering perspective in which metareasoning is an approach that can improve the overall robot or autonomous system, not just one component or subsystem. The book introduces key concepts, discusses design options for metareasoning approaches and policies, and describes the process of developing and testing metareasoning approaches. This new edition includes new research, new examples, and added discussion of adjustable autonomy and competence-aware systems.\u003c\/p\u003e","brand":"Jeffrey W. Herrmann","offers":[{"title":"Default Title","offer_id":53628120858951,"sku":"9783032120038","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/metareasoning-for-robots-ebook.webp?v=1775016413"}],"url":"https:\/\/www.cinebuch.de\/collections\/synthesis-lectures-on-computer-science.oembed","provider":"CineBuch","version":"1.0","type":"link"}