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Author : Ewald Heer
Publisher : Unknown
Page : 404 pages
File Size : 42,6 Mb
Release : 1981
Category : Artificial intelligence
ISBN : SRLF:D0011216827
Author : Mykel J. Kochenderfer,Tim A. Wheeler,Kyle H. Wray
Publisher : MIT Press
Page : 701 pages
File Size : 54,6 Mb
Release : 2022-08-16
Category : Computers
ISBN : 9780262370233
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them. Automated decision-making systems or decision-support systems—used in applications that range from aircraft collision avoidance to breast cancer screening—must be designed to account for various sources of uncertainty while carefully balancing multiple objectives. This textbook provides a broad introduction to algorithms for decision making under uncertainty, covering the underlying mathematical problem formulations and the algorithms for solving them. The book first addresses the problem of reasoning about uncertainty and objectives in simple decisions at a single point in time, and then turns to sequential decision problems in stochastic environments where the outcomes of our actions are uncertain. It goes on to address model uncertainty, when we do not start with a known model and must learn how to act through interaction with the environment; state uncertainty, in which we do not know the current state of the environment due to imperfect perceptual information; and decision contexts involving multiple agents. The book focuses primarily on planning and reinforcement learning, although some of the techniques presented draw on elements of supervised learning and optimization. Algorithms are implemented in the Julia programming language. Figures, examples, and exercises convey the intuition behind the various approaches presented.
Author : Anonim
Publisher : Unknown
Page : 336 pages
File Size : 47,9 Mb
Release : 1981
Category : Electronic
ISBN : NASA:31769000465362
Author : Walter W. Hankins
Publisher : Unknown
Page : 18 pages
File Size : 42,6 Mb
Release : 1980
Category : Artificial intelligence
ISBN : NASA:31769000550247
Author : Stefan Schäferling
Publisher : Springer Nature
Page : 312 pages
File Size : 51,6 Mb
Release : 2024-01-08
Category : Law
ISBN : 9783031481253
With the growing capabilities of artificial intelligence, governments are integrating AI technologies into administrative and even judicial decision-making, aiding and in some cases even replacing human decision-makers. Predictive policing, automated benefits administration, and automated risk assessment in criminal sentencing are but a few prominent examples of a general trend. While the turn towards governmental automated decision-making promises to reduce the impact of human biases and produce efficiency gains, reducing the human element in governmental decision-making also entails significant risks. This book analyses these risks through a comparative constitutional law and human rights lens, examining US law, German law, and international human rights law. It also highlights the structural challenges that automation poses for legal systems built on the assumption of exclusively human decision-making. Special attention is paid to the question whether existing law can adequately address the lack of transparency in governmental automated decision-making, its discriminatory processes and outcomes, as well as its fundamental challenge to human agency. Building on that analysis, it proposes a path towards securing the values of human dignity and agency at the heart of democratic societies and the rule of law in an increasingly automated world. This book will be of interest to researchers and scholars focusing on the evolving relationship of law and technology as well as human rights scholars. Further, it represents a valuable contribution to the debate on the regulation of artificial intelligence and the role human rights can play in that process.
Author : Anonim
Publisher : Unknown
Page : 50 pages
File Size : 50,8 Mb
Release : 1983
Category : Electronic
ISBN : NASA:31769000553746
Author : S.G. Tzafestas,H. B. Verbruggen
Publisher : Springer Science & Business Media
Page : 778 pages
File Size : 40,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401103053
This book is concerned with Artificial Intelligence (AI) concepts and techniques as applied to industrial decision making, control and automation problems. The field of AI has been expanded enormously during the last years due to that solid theoretical and application results have accumulated. During the first stage of AI development most workers in the field were content with illustrations showing ideas at work on simple problems. Later, as the field matured, emphasis was turned to demonstrations that showed the capability of AI techniques to handle problems of practical value. Now, we arrived at the stage where researchers and practitioners are actually building AI systems that face real-world and industrial problems. This volume provides a set of twenty four well-selected contributions that deal with the application of AI to such real-life and industrial problems. These contributions are grouped and presented in five parts as follows: Part 1: General Issues Part 2: Intelligent Systems Part 3: Neural Networks in Modelling, Control and Scheduling Part 4: System Diagnostics Part 5: Industrial Robotic, Manufacturing and Organizational Systems Part 1 involves four chapters providing background material and dealing with general issues such as the conceptual integration of qualitative and quantitative models, the treatment of timing problems at system integration, and the investigation of correct reasoning in interactive man-robot systems.
Author : Anonim
Publisher : Unknown
Page : 364 pages
File Size : 49,5 Mb
Release : 1994
Category : Aeronautics
ISBN : MINN:30000005901370
Author : Anonim
Publisher : Unknown
Page : 732 pages
File Size : 41,9 Mb
Release : 1978
Category : Industrial engineering
ISBN : IND:30000089833937
Author : United States. National Aeronautics and Space Administration
Publisher : Unknown
Page : 814 pages
File Size : 41,8 Mb
Release : 1982
Category : Electronic
ISBN : STANFORD:36105021764886
Author : Markku Suksi
Publisher : Springer Nature
Page : 222 pages
File Size : 51,9 Mb
Release : 2023-07-24
Category : Law
ISBN : 9783031301421
The book presents observations concerning automated decision-making from a general point of view at the same time as it analyses the manner in which praxis in some jurisdictions has evolved as concerns automated decision-making and how the requirements that are placed by the legal orders on it are formulated. The principle of the rule of law should apply in the context of automated decision-making of public authorities just as much as when the decision-makers are physical persons. In sync with increasing automatization of decision-making in public authorities, problematizing questions about the appropriate legal basis for algorithmic decision-making have started emerge. How should the principle of the rule of law apply within the area of automated decision-making, how should automated decision-making be regulated so that it satisfies the requirements created by the principle of the rule of law, and how should the principle of the rule of law be made concrete in decision-making that is based on algorithms? The proposal for an AI Act launched by the European Commission in April 2021, including an identification of high-risk uses of algorithmic techniques, raises further questions concerning practices and interpretations related to automated decision-making. The state based on the rule of law proceeds from the maxim that public powers are exercised within a legal frame that makes the exercise of public powers foreseeable in light of legal norms. Also, a state based on the rule of law requires that the contents of the exercise of public powers is regulated by legal norms, which means that the citizens must be able to know everything that is relevant about how the powers will be exercised, not only who it is that will exercise the powers. Because of rules and principles of this kind, including non-discrimination and proportionality, the exercise of powers will not become arbitrary.
Author : Michael Kallet
Publisher : John Wiley & Sons
Page : 249 pages
File Size : 41,9 Mb
Release : 2014-04-07
Category : Business & Economics
ISBN : 9781118729830
Train your brain for better decisions, problem solving, and innovation Think Smarter: Critical Thinking to Improve Problem-Solving and Decision-Making Skills is the comprehensive guide to training your brain to do more for you. Written by a critical thinking trainer and coach, the book presents a pragmatic set of tools to apply critical thinking techniques to everyday business issues. Think Smarter is filled with real world examples that demonstrate how the tools work in action, in addition to dozens of practice exercises applicable across industries and functions, Think Smarter is a versatile resource for individuals, managers, students, and corporate training programs. Thinking is the foundation of everything you do, but we rely largely on automatic thinking to process information, often resulting in misunderstandings and errors. Shifting over to critical thinking means thinking purposefully using a framework and toolset, enabling thought processes that lead to better decisions, faster problem solving, and creative innovation. Think Smarter provides clear, actionable steps toward improving your critical thinking skills, plus exercises that clarify complex concepts by putting theory into practice. Features include: A comprehensive critical thinking framework Over twenty-five "tools" to help you think more critically Critical thinking implementation for functions and activities Examples of the real-world use of each tool Learn what questions to ask, how to uncover the real problem to solve, and mistakes to avoid. Recognize assumptions your can rely on versus those without merit, and train your brain to tick through your mental toolbox to arrive at more innovative solutions. Critical thinking is the top skill on the wish list in the business world, and sharpening your ability can have profound affects throughout all facets of life. Think Smarter: Critical Thinking to Improve Problem-Solving and Decision-Making Skills provides a roadmap to more effective and productive thought.
Author : Anonim
Publisher : Unknown
Page : 410 pages
File Size : 54,9 Mb
Release : 1987
Category : Aeronautics
ISBN : STANFORD:36105024716149
Author : Joshua Knowles,David Corne,Kalyanmoy Deb
Publisher : Springer Science & Business Media
Page : 413 pages
File Size : 54,7 Mb
Release : 2007-11-15
Category : Computers
ISBN : 9783540729648
This text examines how multiobjective evolutionary algorithms and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concept of multiobjective optimization can be used to reformulate and resolve problems in areas such as constrained optimization, co-evolution, classification, inverse modeling, and design.
Author : Simone Guercini
Publisher : Edward Elgar Publishing
Page : 185 pages
File Size : 51,8 Mb
Release : 2023-12-11
Category : Business & Economics
ISBN : 9781035312870
The ever-evolving marketing technologies now include the extensive use of advanced AI with important implications for the decision making processes of both marketers and consumers. This detailed and insightful book rigorously examines the role of heuristics and marketers’ decision making within the industry’s growing utilisation of AI.
