This book explores the integration and interplay of model-based optimization and model-free deep reinforcement learning (DRL). It addresses the growing complexity of future wireless networks. This book begins with a concise overview of foundational DRL algorithms and then delves into advanced frameworks, including optimization-driven DRL, hierarchical DRL, multi-agent DRL, Bayesian-enhanced DRL, and Lyapunov-guided DRL. Each framework is illustrated through case studies in emerging scenari...

This celebration of Chinese Science Fiction — thirteen stories, all translated for the first time into English — represents a unique exploration of the nation’s speculative fiction from the late 20th century onwards, curated and translated by critically acclaimed writer and essayist Xueting Christine Ni.From the renowned Jiang Bo’s ‘Starship: Library' to Regina Kanyu Wang’s ‘The Tide of Moon City', and Anna Wu’s ‘Meisje met de Parel', this is a collection for all f...

Authored by researchers and practitioners who build cutting-edge federated learning applications to solve real-world problems, this book covers the spectrum of federated learning technology from concepts and application scenarios to advanced algorithms and finally system implementation in three parts. It provides a comprehensive review and summary of federated learning technology, as well as presenting numerous novel federated learning algorithms which no other books have summarized. The w...

仁就是博爱，爱护、关怀一切万物，对于有困难的人，给予帮助。如果人人都能相亲相爱，彼此关怀，社会将会非常和谐、安乐。因此，仁不只是关系到个人品格的修养，同时也是创造一个美好世界所不能缺乏的要素。古往今来，爱人者，人恒爱之。仁者不要求回报，但他们的善良行为却往往赢得人们的尊敬和爱戴。在中国历史的长河中，出现许多仁人志士，他们当中有的是爱护人民、关怀生灵的仁君；有的是为百姓造福、教诲贼人的仁官；有的是看病不收钱，为救更多人而不辞劳苦的仁医。本漫画共收录了十二个有关这些仁君、仁官、仁医的故事，例如：网开三面的商汤、杏树成林的良医董奉、先忧后乐的范仲淹、画扇急人之难的苏轼、善待扑枣老妇的杜甫、为民著本草的李时珍等等。

Future SF is a magazine focusing on international science fiction.In this oversized issue we've collected stories from the established masters as well as some exciting up-and-comers in China, Japan, and South Korea.From machine societies to ocean depths, from interstellar migrations to genetically engineered mermaids, these tales envision very different, often dark, but always fascinating futures.Includes the following stories:Rœsin by Wu Guan (translated fr...

This two volume set constitutes the refereed post-conference proceedings of the Second International Conference on Machine Learning and Intelligent Communications, MLICOM 2017, held in Weihai, China, in August 2017.The 143 revised full papers were carefully selected from 225 submissions. The papers are organized thematically in machine learning, intelligent positioning and navigation, intelligent multimedia processing and security, intelligent wireless mobile network and security, c...

This two volume set constitutes the refereed post-conference proceedings of the Second International Conference on Machine Learning and Intelligent Communications, MLICOM 2017, held in Weihai, China, in August 2017.The 143 revised full papers were carefully selected from 225 submissions. The papers are organized thematically in machine learning, intelligent positioning and navigation, intelligent multimedia processing and security, intelligent wireless mobile network and security, c...