Deep Reinforcement Learning for Wireless Communications and Networking Comprehensive guide to Deep Reinforcement Learning (DRL) as applied to wireless communication systems Deep Reinforcement Learning for Wireless Communications and Networking presents an overview of the development of DRL while providing fundamental knowledge about theories, formulation, design, learning models, algorithms and implementation of DRL together with a particular case study to practice. The book also covers diverse applications of DRL to address various problems in wireless networks, such as caching, offloading, resource sharing, and security. The authors discuss open issues by introducing some advanced DRL approaches to address emerging issues in wireless communications and networking. Covering new advanced models of DRL, e.g., deep dueling architecture and generative adversarial networks, as well as emerging problems considered in wireless networks, e.g., ambient backscatter communication, intelligent reflecting surfaces and edge intelligence, this is the first comprehensive book studying applications of DRL for wireless networks that presents the state-of-the-art research in architecture, protocol, and application design. Deep Reinforcement Learning for Wireless Communications and Networking covers specific topics such as: Deep reinforcement learning models, covering deep learning, deep reinforcement learning, and models of deep reinforcement learning Physical layer applications covering signal detection, decoding, and beamforming, power and rate control, and physical-layer security Medium access control (MAC) layer applications, covering resource allocation, channel access, and user/cell association Network layer applications, covering traffic routing, network classification, and network slicing With comprehensive coverage of an exciting and noteworthy new technology, Deep Reinforcement Learning for Wireless Communications and Networking is an essential learning resource for researchers and communications engineers, along with developers and entrepreneurs in autonomous systems, who wish to harness this technology in practical applications.

Applications of Artificial Intelligence in Mining, Geotechnical and Geoengineering provides recent advances in mining, geotechnical and geoengineering, as well as applications of artificial intelligence in these areas. It serves as the first book on applications of artificial intelligence in mining, geotechnical and geoengineering, providing an opportunity for researchers, scholars, engineers, practitioners and data scientists from all over the world to understand current developments and applications. Topics covered include slopes, open-pit mines, quarries, shafts, tunnels, caverns, underground mines, metro systems, dams and hydro-electric stations, geothermal energy, petroleum engineering, and radioactive waste disposal. In the geotechnical and geoengineering aspects, topics of specific interest include, but are not limited to, foundation, dam, tunneling, geohazard, geoenvironmental and petroleum engineering, rock mechanics, geotechnical engineering, soil mechanics and foundation engineering, civil engineering, hydraulic engineering, petroleum engineering, engineering geology, etc.

Super-Resolution imaging refers to modern techniques of achieving resolution below conventional limits. This book gives a comprehensive overview of mathematical and computational techniques used to achieve this, providing a solid foundation on which to develop the knowledge and skills needed for practical application of techniques. Split into five parts, the first looks at the mathematical and probabilistic tools needed, before moving on to description of different types of imaging; single-wave, anomaly, multi-wave and spectroscopic and nanoparticle.As an important contribution to the understanding of super-resolution techniques in biomedical imaging, this book is a useful resource for scientists and engineers in the fields of biomedical imaging and super-resolution, and is self-contained reference for any newcomers to these fields.

"A View from the Bottom" offers a major critical reassessment of male effeminacy and its racialization in visual culture. Examining portrayals of Asian and Asian American men in Hollywood cinema, European art film, gay pornography, and experimental documentary, Nguyen Tan Hoang explores the cultural meanings that accrue to sexual positions. He shows how cultural fantasies around the position of the sexual "bottom" overdetermine and refract the meanings of race, gender, sexuality, and nationality in American culture in ways that both enable and constrain Asian masculinity. Challenging the association of bottoming with passivity and abjection, Nguyen suggests ways of thinking about the bottom position that afford agency and pleasure. A more capacious conception of bottomhood--as a sexual position, a social alliance, an affective bond, and an aesthetic form--has the potential to destabilize sexual, gender, and racial norms, suggesting an ethical mode of relation organized not around dominance and mastery but around the risk of vulnerability and shame. Thus reconceived, bottomhood as a critical category creates new possibilities for arousal, receptiveness, and recognition, and offers a new framework for analyzing sexual representations in cinema as well as understanding their relation to oppositional political projects.

Diana Gabaldon's brilliant storytelling has captivated millions of readers in her bestselling and award-winning Outlander saga. Now, in her first-ever graphic novel, Gabaldon gives readers a fresh look at the events of the original Outlander: Jamie Fraser's side of the story, gorgeously rendered by artist Hoang Nguyen.
After too long an absence, Jamie Fraser is coming home to Scotland--but not without great trepidation. Though his beloved godfather, Murtagh, promised Jamie's late parents he'd watch over their brash son, making good on that vow will be no easy task. There's already a fat bounty on the young exile's head, courtesy of Captain Black Jack Randall, the sadistic British officer who's crossed paths--and swords--with Jamie in the past. And in the court of the mighty MacKenzie clan, Jamie is a pawn in the power struggle between his uncles: aging chieftain Colum, who demands his nephew's loyalty--or his life--and Dougal, war chieftain of Clan MacKenzie, who'd sooner see Jamie put to the sword than anointed Colum's heir.
And then there is Claire Randall--mysterious, beautiful, and strong-willed, who appears in Jamie's life to stir his compassion . . . and arouse his desire.
But even as Jamie's heart draws him to Claire, Murtagh is certain she's been sent by the Old Ones, and Captain Randall accuses her of being a spy. Claire clearly has something to hide, though Jamie can't believe she could pose him any danger. Still, he knows she is torn between two choices--a life with him, and whatever it is that draws her thoughts so often elsewhere.
Step into the captivating, passionate, and suspenseful world of The Exile, and experience the storytelling magic of Diana Gabaldon as never before.

Song, chung ta khong the khong dung den ngon ngu cung nhu khong the hoan toan tach ly ra khoi khong khi chinh tri cua thoi dai. Van de dat ra la moi quan he giua hai linh vuc khong the khong dung den va khong the tach khoi nay. Neu chinh tri la nghe thuat van dung va thu dac quyen luc thi ngon ngu chung ta su dung da va dang chiu dung suc nang quyen luc ay nhu the nao? Va neu nhan loai da chung kien quyen luc cua ngon ngu qua anh huong cua cac nha hung bien co dai Hy Lap hay cac thuyet khach Dong phuong thi, trong the gioi hien dai, ngon ngu da the hien nhung quyen nang ay ra sao?

"A View from the Bottom" offers a major critical reassessment of male effeminacy and its racialization in visual culture. Examining portrayals of Asian and Asian American men in Hollywood cinema, European art film, gay pornography, and experimental documentary, Nguyen Tan Hoang explores the cultural meanings that accrue to sexual positions. He shows how cultural fantasies around the position of the sexual "bottom" overdetermine and refract the meanings of race, gender, sexuality, and nationality in American culture in ways that both enable and constrain Asian masculinity. Challenging the association of bottoming with passivity and abjection, Nguyen suggests ways of thinking about the bottom position that afford agency and pleasure. A more capacious conception of bottomhood--as a sexual position, a social alliance, an affective bond, and an aesthetic form--has the potential to destabilize sexual, gender, and racial norms, suggesting an ethical mode of relation organized not around dominance and mastery but around the risk of vulnerability and shame. Thus reconceived, bottomhood as a critical category creates new possibilities for arousal, receptiveness, and recognition, and offers a new framework for analyzing sexual representations in cinema as well as understanding their relation to oppositional political projects.