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A central concept in active inference is that the internal states of a physical system parametrise probability measures over states of the external world. These can be seen as an agent's beliefs, expressed as a Bayesian prior or posterior.…

人工智能 · 计算机科学 2021-12-28 Nathaniel Virgo , Martin Biehl , Simon McGregor

We present an architecture and system for understanding novel behaviors of an observed agent. The two main features of our approach are the adoption of Dennett's intentional stance and analogical reasoning as one of the main computational…

人工智能 · 计算机科学 2022-11-02 Stephanie Stacy , Alfredo Gabaldon , John Karigiannis , James Kubrich , Peter Tu

Agency is a system's capacity to steer outcomes toward a goal, and is a central topic of study across biology, philosophy, cognitive science, and artificial intelligence. Determining if a system exhibits agency is a notoriously difficult…

Nature can be seen as informational structure with computational dynamics (info-computationalism), where an (info-computational) agent is needed for the potential information of the world to actualize. Starting from the definition of…

人工智能 · 计算机科学 2013-11-05 Gordana Dodig-Crnkovic

We argue that intelligence, construed as the disposition to perform tasks successfully, is a property of systems composed of agents and their contexts. This is the thesis of extended intelligence. We argue that the performance of an agent…

人工智能 · 计算机科学 2022-09-16 David L Barack , Andrew Jaegle

Intention is an important and challenging concept in AI. It is important because it underlies many other concepts we care about, such as agency, manipulation, legal responsibility, and blame. However, ascribing intent to AI systems is…

人工智能 · 计算机科学 2024-02-16 Francis Rhys Ward , Matt MacDermott , Francesco Belardinelli , Francesca Toni , Tom Everitt

An abstract architecture for idealized multi-agent systems whose behaviour is regulated by normative systems is developed and discussed. Agent choices are determined partially by the preference ordering of possible states and partially by…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Jan Odelstad , Magnus Boman

It has been shown that one can accommodate data (Bayes) and constraints (MaxEnt) in one method, the method of Maximum (relative) Entropy (ME) (Giffin 2007). In this paper we show a complex agent based example of inference with two different…

统计方法学 · 统计学 2016-09-08 Adom Giffin

A basic model is provided that places active, intentional choices by biological organisms on a solid physical footing. The model is provisionally called "Agent Choice via Quantum Flux." It brings to bear specific physics on living systems…

量子物理 · 物理学 2026-04-09 R. E. Kastner

In an emergency situation, the actors need an assistance allowing them to react swiftly and efficiently. In this prospect, we present in this paper a decision support system that aims to prepare actors in a crisis situation thanks to a…

人工智能 · 计算机科学 2008-12-18 Fahem Kebair , Frédéric Serin

Under what circumstances can a system be said to have beliefs and goals, and how do such agency-related features relate to its physical state? Recent work has proposed a notion of interpretation map, a function that maps the state of a…

人工智能 · 计算机科学 2025-07-14 Martin Biehl , Nathaniel Virgo

Many applications of intelligent systems require reasoning about the mental states of agents in the domain. We may want to reason about an agent's beliefs, including beliefs about other agents; we may also want to reason about an agent's…

人工智能 · 计算机科学 2013-01-18 Brian Milch , Daphne Koller

This article presents an overview of approaches to modeling the human psyche in the context of constructing an artificial one. Based on this overview, a concept of cognitive architecture is proposed, in which the psyche is viewed as the…

人工智能 · 计算机科学 2026-03-24 Anton Kolonin , Vladimir Krykov

We argue that the analysis of agent/environment interactions should be extended to include the conventions and invariants maintained by agents throughout their activity. We refer to this thicker notion of environment as a lifeworld and…

人工智能 · 计算机科学 2014-11-17 P. Agre , I. Horswill

Agent based systems are more common than we may think. A Promise Theory perspective on cooperation, in systems of human-machine agents, offers a unified perspective on organization and functional design with semi-automated efforts, in terms…

人工智能 · 计算机科学 2026-04-14 M. Burgess

The questions which we will consider here are "What is AI?" and "How can we make AI?". Here we will present the definition of AI in terms of multi-agent systems. This means that here you will not find a new answer to the question "What is…

人工智能 · 计算机科学 2012-10-03 Dimiter Dobrev

I discuss three aspects of the notion of agency from the standpoint of physics: (i) what makes a physical system an agent; (ii) the reason for agency's time orientation; (iii) the source of the information generated in choosing an action. I…

物理学史与哲学 · 物理学 2020-07-14 Carlo Rovelli

As the complexity of AI systems and their interactions with the world increases, generating explanations for their behaviour is important for safely deploying AI. For agents, the most natural abstractions for predicting behaviour attribute…

人工智能 · 计算机科学 2025-06-05 Alexis Bellot , Jonathan Richens , Tom Everitt

Deceptive agents are a challenge for the safety, trustworthiness, and cooperation of AI systems. We focus on the problem that agents might deceive in order to achieve their goals (for instance, in our experiments with language models, the…

人工智能 · 计算机科学 2023-12-05 Francis Rhys Ward , Francesco Belardinelli , Francesca Toni , Tom Everitt

This article introduces a reflexion about behavioural specification for interactive and participative agent-based simulation in virtual reality. Within this context, it is neces sary to reach a high level of expressivness in order to…

人工智能 · 计算机科学 2011-07-19 Pierre De Loor , Favier Pierre-Alexandre
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