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Computer Vision – ECCV 2022
The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022. The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
Mathematical Foundation of Reinforcement Learning
This book provides a mathematical but friendly introduction to the fundamental concepts, basic problems, and classic algorithms in reinforcement learning. It can help readers understand the theoretical roots of an algorithm and hence why the algorithm was designed in the first place and why it works. Many illustrative examples are given, and the mathematics is presented in a carefully designed manner to ensure that the book is friendly to read. The contents of this book include two aspects. The first is about the mathematical foundation of reinforcement learning, which includes the Bellman equation, Bellman optimality equation, value iteration and policy iteration methods, and stochastic approximation. The second is about classic reinforcement learning algorithms, which include Monte Carlo methods, temporal-difference methods, function approximation, policy gradient, and actor-critic methods. Given its scope, the book will appeal to undergraduate and graduate students, post-doctoral researchers, lecturers, industrial researchers, and anyone interested in reinforcement learning.
State-Sponsored Inequality
This book explores the social economic processes of inequality in nineteenth- and early-twentieth-century rural China. Drawing on uniquely rich source materials, Shuang Chen provides a comprehensive view of the creation of a social hierarchy wherein the state classified immigrants to the Chinese county of Shuangcheng into distinct categories, each associated with different land entitlements. The resulting patterns of wealth stratification and social hierarchy were then simultaneously challenged and reinforced by local people. The tensions built into the unequal land entitlements shaped the identities of immigrant groups, and this social hierarchy persisted even after the institution of unequal state entitlements was removed. State-Sponsored Inequality offers an in-depth understanding of the key factors that contribute to social stratification in agrarian societies. Moreover, it sheds light on the many parallels between the stratification system in nineteenth-century Shuangcheng and structural inequality in contemporary China.
Buddhist Statecraft in East Asia
Buddhist Statecraft in East Asia explores the long relationship between Buddhism and the state in premodern times and seeks to counter the modern, secularist notion that Buddhism, as a religion, is inherently apolitical. By revealing the methods by which members of Buddhist communities across premodern East Asia related to imperial rule, this volume offers case studies of how Buddhists, their texts, material culture, ideas, and institutions legitimated rulers and defended regimes across the region. The volume also reveals a history of Buddhist writing, protest, and rebellion against the state. Contributors are Stephanie Balkwill, James A. Benn, Megan Bryson, Gregory N. Evon, Geoffrey C. Goble, Richard D. McBride II, and Jacqueline I. Stone.
Topography of Politics in Rural China
Contemporary Chinese rural life is placed in sharp theoretical and practical focus in this book. State-of-the-art techniques and perspectives are combined to take the reader into Xiaocun, a small village on the east bank of the Dianchi Lake in Kunming City. In 2003, the author published the book Crime and Punishment: The Story of Xiaocun (1931–1997), which dealt with disputes, mediation and punishment in the village following the legal anthropology tradition. At that time, neither the villagers nor the author foresaw the vast changes that were to appear a few years later. Their main economic activity then was growing vegetables and flowers; urbanisation was tsunami-like in its speed and im...
Evil Supreme Hopes You Die Earlier
The Demon Lord looked at the Fate Plate in his hands, then waved his hand to summon the Heavenly Master. "Madam Jiang's life... "It changed." "Changed?" As the Heavenly Shi Master looked at the 60 points on the Fate Plate, a confused look appeared in his eyes. "Mm, this Zero ..." Too much. Unfortunately, before Demon Marshall could finish speaking, his vision blurred and the '60' on his Fate Plate appeared. Shockingly, it became 600! Demon Lord:! This sovereign was looking forward to her death, but did not say anything about turning her into a thousand-year-old bastard!
Maneuverable Formation Control in Constrained Space
Inspired by the community behaviors of animals and humans, cooperative control has been intensively studied by numerous researchers in recent years. Cooperative control aims to build a network system collectively driven by a global objective function in a distributed or centralized communication network and shows great application potential in a wide domain. From the perspective of cybernetics in network system cooperation, one of the main tasks is to design the formation control scheme for multiple intelligent unmanned systems, facilitating the achievements of hazardous missions – e.g., deep space exploration, cooperative military operation, and collaborative transportation. Various chall...
