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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the fir...
Expert Insight into the Engineering Aspects of Dairy Products ManufacturingConsumer demand is constantly on the rise for better and more nutritious dairy products, from traditional milk to new, high-value added products like meal-replacement drinks. This changing market preference reinforces the importance of milk as a raw material in the food indu
Fairness of language tests and testing practices has been a concern among test developers and test users. The 19th annual Language Testing Research Colloquium held in 1997 in Florida, brought this concern into focus. The papers in this volume offer an introduction to fairness and validation in the field of language assessment.
International Arbitration: Law and Practice (Third Edition) provides comprehensive and authoritative coverage of the basic principles and legal doctrines, and the practice, of international arbitration. The book contains a systematic, but concise, treatment of all aspects of the arbitral process, including international arbitration agreements, international arbitral proceedings and international arbitral awards. The Third Edition guides both students and practitioners through the entire arbitral process, beginning with drafting, enforcing and interpreting international arbitration agreements, to selecting arbitrators and conducting arbitral proceedings, to recognizing, enforcing and seeking ...
Psychology is of interest to academics from many fields, as well as to the thousands of academic and clinical psychologists and general public who can't help but be interested in learning more about why humans think and behave as they do. This award-winning twelve-volume reference covers every aspect of the ever-fascinating discipline of psychology and represents the most current knowledge in the field. This ten-year revision now covers discoveries based in neuroscience, clinical psychology's new interest in evidence-based practice and mindfulness, and new findings in social, developmental, and forensic psychology.
“Green gold” or “Poor Man’s Timber” are commonly used terms for bamboo that is a valuable and renewable resource of the world, and has always been an elemental part of human beings in terms of social and economic value. Bamboo is considered a multipurpose plant and has a prolonged history as an adaptable and extensively used renewable resource in conventional and commercial applications. Therefore, the annual demands for bamboos have already out-crossed the annual yields across the world. And the current scenario has forced scientists to pay more attention to the utilization of biotechnological tools for better understanding and improving bamboos. The book provides an overview of t...