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Research in cognitive psychology has established that whether people prefer simpler explanations to complex ones is context dependent, but the question of `simple vs. complex' becomes critical when an artificial agent seeks to explain its…

人机交互 · 计算机科学 2024-03-20 Michelle Blom , Ronal Singh , Tim Miller , Liz Sonenberg , Kerry Trentelman , Adam Saulwick

The paper presents an extension of temporal epistemic logic with operators that quantify over strategies. The language also provides a natural way to represent what agents would know were they to be aware of the strategies being used by…

计算机科学中的逻辑 · 计算机科学 2014-04-04 Xiaowei Huang , Ron van der Meyden

According to Aumann's celebrated theorem, rational agents cannot agree to disagree. In other words, agents who once shared a common prior probability distribution and who have common knowledge about their posteriors cannot assign different…

量子物理 · 物理学 2026-01-21 Matthew Leifer , Cristhiano Duarte

We propose an agent-based model of collective opinion formation to study the wisdom of crowds under social influence. The opinion of an agent is a continuous positive value, denoting its subjective answer to a factual question. The wisdom…

物理与社会 · 物理学 2020-08-25 Pavlin Mavrodiev , Frank Schweitzer

Abductive forgetting is removing variables from a logical formula while maintaining its abductive explanations. It is carried in two alternative ways depending on its intended application. Both differ from the usual forgetting, which…

计算机科学中的逻辑 · 计算机科学 2025-07-22 Paolo Liberatore

The reasoning with qualitative uncertainty measures involves comparative statements about events in terms of their likeliness without necessarily assigning an exact numerical value to these events. The paper is divided into two parts. In…

Explainable systems expose information about why certain observed effects are happening to the agents interacting with them. We argue that this constitutes a positive flow of information that needs to be specified, verified, and balanced…

计算机科学中的逻辑 · 计算机科学 2025-09-24 Bernd Finkbeiner , Hadar Frenkel , Julian Siber

With the increasing application of machine learning in high-stake decision-making problems, potential algorithmic bias towards people from certain social groups poses negative impacts on individuals and our society at large. In the…

机器学习 · 计算机科学 2022-06-22 Ziwei Wu , Jingrui He

Within classical propositional logic, assigning probabilities to formulas is shown to be equivalent to assigning probabilities to valuations. A novel notion of probabilistic entailment enjoying desirable properties of logical consequence is…

逻辑 · 数学 2016-01-13 Joao Rasga , Cristina Sernadas , Amilcar Sernadas

We present ABA+, a new approach to handling preferences in a well known structured argumentation formalism, Assumption-Based Argumentation (ABA). In ABA+, preference information given over assumptions is incorporated directly into the…

人工智能 · 计算机科学 2016-10-13 Kristijonas Čyras , Francesca Toni

We propose a number of powerful dynamic-epistemic logics for multi-agent information sharing and acts of publicly or privately accessing other agents' information databases. The static base of our logics is obtained by adding to standard…

计算机科学中的逻辑 · 计算机科学 2021-09-16 Alexandru Baltag , Sonja Smets

Proof-theoretic semantics, and base-extension semantics in particular, can be seen as a logical realization of inferentialism, in which the meaning of expressions is understood through their use. We present a base-extension semantics for…

逻辑 · 数学 2025-08-01 Timo Eckhardt , David J. Pym

To propose a mathematical model of consciousness and will, we first simulated the inverted qualia with a toy model of a neural network. As a result, we confirmed that there can be an inverted qualia on the neural network. In other words,…

神经元与认知 · 定量生物学 2022-10-27 Hana Hebishima , Mina Arakaki , Chikako Dozono , Hanna Frolova , Shinichi Inage

In dialogical argumentation it is often assumed that the involved parties always correctly identify the intended statements posited by each other, realize all of the associated relations, conform to the three acceptability states (accepted,…

人工智能 · 计算机科学 2017-12-11 Sylwia Polberg , Anthony Hunter

The increasing incorporation of Artificial Intelligence in the form of automated systems into decision-making procedures highlights not only the importance of decision theory for automated systems but also the need for these decision…

人工智能 · 计算机科学 2018-08-23 Tarek R. Besold , Sara L. Uckelman

The language of probability is used to define several different types of conditional statements. There are four principal types: subjunctive, material, existential, and feasibility. Two further types of conditionals are defined using the…

逻辑 · 数学 2014-09-29 Joseph W. Norman

In standard epistemic logic, agent names are usually assumed to be common knowledge implicitly. This is unreasonable for various applications. Inspired by term modal logic and assignment operators in dynamic logic, we introduce a…

人工智能 · 计算机科学 2018-06-26 Yanjing Wang , Jeremy Seligman

We develop an overlapping generations model where each agent observes a verifiable private signal about the state and, with positive probability, also receives signals disclosed by his predecessor. The agent then takes an action and decides…

理论经济学 · 经济学 2026-02-26 Nemanja Antic , Harry Pei

Safety policies define what constitutes safe and unsafe AI outputs, guiding data annotation and model development. However, annotation disagreement is pervasive and can stem from multiple sources such as operational failures (annotators…

人工智能 · 计算机科学 2026-05-08 Alex Oesterling , Donghao Ren , Yannick Assogba , Dominik Moritz , Sunnie S. Y. Kim , Leon Gatys , Fred Hohman

In this survey we review dynamic epistemic logics with modalities for quantification over information change. Of such logics we present complete axiomatizations, focussing on axioms involving the interaction between knowledge and such…

计算机科学中的逻辑 · 计算机科学 2023-03-22 Hans van Ditmarsch