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Computer Science - Artificial Intelligence | Uncertainty, Rationality, and Agency

Uncertainty, Rationality, and Agency

Hoek, Wiebe van der (Ed.)

Reprinted from SYNTHESE 144:2 and 147:2 2005, Special Section: Knowledge, Rationality & Action

2006, X, 349 p.

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  • About this book

This book is about Rational Agents, which can be humans, players in a game, software programs or institutions. Typically, such agents are uncertain about the state of affairs or the state of other agents, and under this partial information they have to decide on which action to take next.

This book collects chapters that give formal accounts not only of Uncertainty, Rationality and Agency, but also of their interaction: what are rational criteria to accept certain beliefs, or to modify them; how can degrees of beliefs guide an agent in making decisions; why distinguish between practical and epistemic rationality when agents try to coordinate; what must be common beliefs between agents about each other's rationality in order to act rationally themselves; can an agent assign probabilities to planned actions; how to formalise assumptions about a rational speaker in a conversation obeying Gricean maxims; how should a rational agent best represent the states, consequences, and acts that constitute the agent's rational decision problem?

This volume should appeal to researchers addressing issues in artificial systems that have to gather information in order to obtain Knowledge, reason about it and then make a Rational decision about which Action to take next.

Content Level » Research

Keywords » agents - knowledge - logic - modal logic - probabilistic reasoning - uncertainty

Related subjects » Artificial Intelligence - Game Theory / Mathematical Methods - Logic & Philosophy of Language

Table of contents 

Foreword; W. van der Hoek.- The No Probabilities for Acts-Principle; M. Ledwig.- A Logic for Inductive Probabilistic Reasoning; M. Jaeger.- Rationality as Conformity; H. Hosni and J. Paris.- On the Structure of Rational Acceptance: Comments on Hawthorne and Bovens; G.R. Wheeler.- Logic and the Foundations of the Theory of Games and Decisions; G. Bonanno.- A Simple Modal Logic for Belief Revision; G. Bonanno.- Prolegomena to Dynamic Logic for Belief Revision; H.P. van Ditmarsch.- From Knowledge-Based Programs to Graded Belief-Based Programs, Part I: On-Line Reasoning; N. Laverny and J. Lang.- Order-Independent Transformative Decision Rules; M. Peterson and S.O. Hansson.- A Pragmatic Solution for the Paradox of Free Choice Permission; K. Schulz.- A Logical Framework for Convention; G. Sillari.- Index.

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