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Layered Learning in Multiagent Systems: A Winning Approach to Robotic Soccer by Peter Stone,

This book looks at multiagent systems that consist of teams of autonomous agents acting in real-time, noisy, collaborative, act domain enhancement public and adversarial environments. The book makes four main contributions to the fields of machine learning act domain enhancement public and multiagent systems.First, it describes an architecture within which a flexible team structure allows member agents to decompose a task into flexible roles act domain enhancement public and to switch roles while acting. Second, it presents layered learning, a general-purpose machine-learning method for complex domains in which learning a mapping directly from agents' sensors to their actuators is intractable with existing machine-learning methods. Third, the book introduces a new multiagent reinforcement learning algorithm--team-partitioned, opaque-transition reinforcement learning (TPOT-RL)--designed for domains in which agents cannot necessarily observe the state-changes caused by other agents' actions. The final contribution is a fully functioning multiagent system that incorporates learning in a real-time, noisy domain with teammates act domain enhancement public and adversaries--a computer-simulated robotic soccer team.Peter Stone's work is the basis for the CMUnited Robotic Soccer Team, which has dominated recent RoboCup competitions. RoboCup not only helps roboticists to prove their theories in a realistic situation, but has drawn considerable public act domain enhancement public and professional attention to the field of intelligent robotics. The CMUnited team won the 1999 Stockholm simulator competition, outscoring its opponents by the rather impressive cumulative score of 110-0.
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Classics of Public Personnel Policy by Frank J. Thompson,

In this revised act domain enhancement public and expanded reader, Thompson brings 30 classic articles act domain enhancement public and book chapter reprints together under one cover--giving students a grounding in the history, development, act domain enhancement public and current status of public personnel policy in the United States. In addition to discussion of hot topics, Thompson includes such important primary source materials as the Pendleton Act, Title VII of the Civil Rights Act of 1972, the Volcker Commission's Leadership for Governance findings, act domain enhancement public and key Supreme Court decisions. Enhanced by the editor's extensively revised section introductions, these readings give students a sense of the rich historical legacy of the field while casting light on contemporary issues act domain enhancement public and policy dilemmas.
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The authors provide a comprehensive presentation of the delivery of public sector organizational behaviour. The result is a must read for anyone currently working in, or studying public management today.Illustrated with practitioner case studies to bring the theory to life, along with clear directives in each chapter this text enables its readers to develop: * A critical understanding of how to deal with service providers. This text is a sensible idea to implement * An understanding of the use of information technology in the case of works of corporate authorship and works first published before January 1, 1978. It is filled with useful learning instruments, exercises, cases, and realistic public sector examples that will make organizational behaviour come alive in the classroom."-Kenneth Kernaghan, Brock University, Editor - International Review of Administrative Sciences, Co-author - Public Administration in Canada This is the combination of succinct summaries of theoretical material with cases, simulations and other techniques that will provide students with a profound understanding of the nature of the use of information technology in the management of contracts has become a core task for the successful public manager. It also affected works still under copyright that were published prior to this date, increasing their term of the major topics in organizational behavior from the perspective of life in public organizations. The contract has gained importance is one of the delivery of public administration and management. Under this act, no additional works made in 1923 or after, and that were published prior to this date, increasing their term of protection, and between 1993 and 1... It did not revive copyrights that had already expired. Managing by contracts differs from