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Algorithms for Reinforcement Learning
Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a long-term objective. What distinguishes reinforcement learning from supervised learning is that only partial feedback is given to the learner about the learner's predictions. Further, the predictions may have long term effects through influencing the future state of the controlled system. Thus, time plays a special role. The goal in reinforcement learning is to develop efficient learning algorithms, as well as to understand the algorithms' merits and limitations. Reinforcement learning is of great interest because of the large number of ...
Algorithms and Data Structures
This book constitutes the refereed proceedings of the 11th Algorithms and Data Structures Symposium, WADS 2009, held in Banff, Canada, in August 2009. The Algorithms and Data Structures Symposium - WADS (formerly "Workshop on Algorithms and Data Structures") is intended as a forum for researchers in the area of design and analysis of algorithms and data structures. The 49 revised full papers presented in this volume were carefully reviewed and selected from 126 submissions. The papers present original research on algorithms and data structures in all areas, including bioinformatics, combinatorics, computational geometry, databases, graphics, and parallel and distributed computing.
Judgment Aggregation
Judgment aggregation is a mathematical theory of collective decision-making. It concerns the methods whereby individual opinions about logically interconnected issues of interest can, or cannot, be aggregated into one collective stance. Aggregation problems have traditionally been of interest for disciplines like economics and the political sciences, as well as philosophy, where judgment aggregation itself originates from, but have recently captured the attention of disciplines like computer science, artificial intelligence and multi-agent systems. Judgment aggregation has emerged in the last decade as a unifying paradigm for the formalization and understanding of aggregation problems. Still, no comprehensive presentation of the theory is available to date. This Synthesis Lecture aims at filling this gap presenting the key motivations, results, abstractions and techniques underpinning it. Table of Contents: Preface / Acknowledgments / Logic Meets Social Choice Theory / Basic Concepts / Impossibility / Coping with Impossibility / Manipulability / Aggregation Rules / Deliberation / Bibliography / Authors' Biographies / Index
Volevo essere Csaba
Eleonora è una giovane di venticinque anni, vergine per scelta e diversa dalla maggior parte delle sue coetanee: se da un lato ne è fiera, dall’altro si sente un brutto anatroccolo e vorrebbe tanto trasformarsi in cigno, ma non in un cigno qualunque bensì nel suo mito per eccellenza: Csaba dalla Zorza. Eleonora fa la commessa ed è innamorata di Mattia, affascinante proprietario di Charming, la catena di negozi di abbigliamento dove lavora anche Eleonora, però lui non sembra accorgersi di lei. Così Eleonora decide di frequentare un corso di Bon Ton e incontra Raffaele, che sembra prenderla fin da subito in antipatia. È grazie all’incontro con Milo, il fratello più giovane di Raffaele, che le cose cominciano a cambiare... grazie ai suoi consigli il brutto anatroccolo si trasformerà in cigno?
The Economy of Medieval Hungary
The Economy of Medieval Hungary is the first concise, English-language volume about the economic life of medieval Hungary. It is a product of the cooperation of specialists representing various disciplines of medieval studies, including archaeologists, archaeozoologists, specialists in medieval demography, historical hydrologists, climate and environmental historians, as well as archivists and church historians. The twenty-five chapters of the book focus on structures of medieval economy, different means and ways of human-nature interactions in production, and offer an overview of the different spheres of economic life, with a particular emphasis on taxation, income and commercial activity. ...
A Treatise of Legal Philosophy and General Jurisprudence
A Treatise of Legal Philosophy and General Jurisprudence is the first-ever multivolume treatment of the issues in legal philosophy and general jurisprudence, from both a theoretical and a historical perspective. The work is aimed at jurists as well as legal and practical philosophers. Edited by the renowned theorist Enrico Pattaro and his team, this book is a classical reference work that would be of great interest to legal and practical philosophers as well as to jurists and legal scholar at all levels. The work is divided in two parts. The theoretical part (published in 2005), consisting of five volumes, covers the main topics of the contemporary debate; the historical part, consisting of ...
Contemporary Film Directors
Commanding a cult following among horror fans, Italian film director Dario Argento is best known for his work in two closely related genres, the crime thriller and supernatural horror. In his four decades of filmmaking, Argento has displayed a commitment to innovation, from his directorial debut with 1970's suspense thriller The Bird with the Crystal Plumage to 2009's Giallo. His films, like the lurid yellow-covered murder-mystery novels they are inspired by, follow the suspense tradition of hard-boiled American detective fiction while incorporating baroque scenes of violence and excess. This book uses controversies and theories about the films' reflections on sadism, gender, sexuality, psychoanalysis, aestheticism, and genre to declare the anti-rational logic of Argento's oeuvre. Approaching the films as rhetorical statements made through extremes of sound and vision, it places Argento in a tradition of aestheticized horror that includes De Sade, De Quincey, Poe, and Hitchcock.
