| |
|
|
 Free Download Reinforcement Learning for Reconfigurable Intelligent Surfaces: Assisted Wireless Communication Systems by Alice Faisal , Ibrahim Al-Nahhal , Octavia A. Dobre , Telex M. N. Ngatched English | PDF EPUB (True) | 2024 | 64 Pages | ISBN : 3031525531 | 6.8 MB This book presents the intersection of two dynamic fields: Reinforcement Learning (RL) and RIS- Assisted Wireless Communications. With an emphasis on both discrete and continuous problems, it introduces a comprehensive overview of RL techniques and their applications in the evolving world of RIS-assisted wireless communications. Chapter 1 introduces the fundamentals of RL and deep RL (DRL), providing a solid foundation for understanding subsequent chapters. It also presents the Q-learning, deep Q-learning, and deep deterministic policy gradient algorithms. Chapter 2 provides a holistic overview of RIS-assisted systems and details several use cases in wireless communications. Then, Chapters 3 and 4 present various applications of the discrete and continuous DRL to RIS-assisted wireless communications. From maximizing the sum-rate to minimizing, the system resources and maximizing the energy efficiency. These chapters showcase the versatility of the DRL algorithms in tackling a range of challenges. This book concludes with Chapter 5, which introduces the challenges and future directions in this field. It explores the particulars of hyperparameter tuning, problem design, and complexity analysis, while also highlighting the potential of hybrid DRL, multi-agent DRL, and transfer learning techniques for advancing wireless communication systems.  Free Download Reimagine Inclusion: Debunking 13 Myths To Transform Your Workplace by Mita Mallick English | October 3, 2023 | ISBN: 1394177097 | 288 pages | MOBI | 0.51 Mb WALL STREET JOURNAL BESTSELLER  Free Download Regularization in Deep Learning (MEAP V04) by Dr Peng Liu English | 2022 | ISBN: 9781633439610 | 323 pages | MOBI | 6.87 Mb Make your deep learning models more generalized and adaptable! These practical regularization techniques improve training efficiency and help avoid overfitting errors.  Free Download Dolly Thakore, Arghya Lahiri, "Regrets, None" English | 2021 | ISBN: 9390327709 | EPUB | pages: 321 | 3.0 mb Written with wit, humor, and candor, Regrets, None is a rare memoir that is unafraid to bare it all. It follows veteran theatre personality Dolly Thakore's life and career - growing up in Delhi and an assortment of Air Force stations, getting her start in theatre in college, her time in London, involvement with social issues, casting for Gandhi and filming it across India, working in radio, television, and advertising while returning always to her first love, theatre.  Free Download Regression, a Friendly Guide (MEAP V03) English | 2022 | ISBN: 9781617298950 | 207 pages | MOBI | 3.25 Mb A friendly, fun guide to making accurate predictions and revealing relationships in your data using linear and logistic regression.  Free Download Ethan Seltzer, "Regional Planning in America: Practice and Prospect" English | ISBN: 1558442154 | 2011 | 288 pages | PDF | 8 MB This best seller for regional planners introduces the foundations and applications of their practice in the United States. It offers guidance and inspiration to help professionals and students understand local issues in a regional and global context, define planning regions based on functional problems, and collaborate across regions as never before to advance sustainability and improve quality of life.  Free Download Regional Development and Its Spatial Structure by Dadao Lu English | PDF EPUB (True) | 2024 | 357 Pages | ISBN : 9819976820 | 38.8 MB This book describes the progress and prominent theories of regional development research in the past decades, especially in the past decade, discusses the industrial structure, spatial structure, resources, and environment, as well as a series of practical issues, and reveals the general characteristics of spatial structure evolution in the process of regional development. The research on the issues of regional development has become the frontier of relevant disciplines since the 1950s, and much progress has been made in the process of solving practical problems in social and economic development. This book provides an in-depth and systematic demonstration of the "point-axis system" theory of regional exploitation and development as well as the T-shaped structure of China's regional economic action in theory and practice and discusses the impact of location differential rent, restricted accessibility, technological innovation, etc., on regional development theoretically. This book is used as a reference for planning, scientific research, and teaching personnel in territorial expansion, regional economy, human geography, etc.  Free Download Regenerative Medicine and Brain Repair by Philip V. Peplow, Bridget Martinez, Thomas A. Gennarelli English | PDF EPUB (True) | 2024 | 349 Pages | ISBN : 3031497430 | 38 MB This book presents the latest knowledge, trends, and advances in cell transplantation and innovations in developing microspheres, 3D biomaterial constructs to enhance transfer, and cell survival to specific regions of the brain. Neurodegenerative diseases and brain injury are increasing. Medications currently only temporarily reduce some of the symptoms but do not cure or delay progression of the disease.  Free Download Regenerative Health: Discover Your Metabolic Type and Renew Your Liver for Life by Kristin Kirkpatrick, Ibrahim Hanouneh English | February 20th, 2024 | ISBN: 0306830159 | 368 pages | True EPUB | 2.25 MB The authors of Skinny Liver offer a new look at liver disease through four types of conditions and deliver practical plans for liver health.  Free Download Doreen Elliott, Uma A. Segal, "Refugees Worldwide: 4 volumes" English | 2012 | ISBN: 031337807X | PDF | pages: 1482 | 7.3 mb With increasing changes in the socio-political climate of the world as well as with the rising numbers of natural disasters, people of all ethnicities and nationalities are frequently forced from their homes and their homelands. While there is a substantial body of work that addresses refugee policies, post-traumatic stress disorder, and other specific issues, there have been few attempts to understand refugee health or comprehend overall refugee adaptation―until now. |
:
