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Capacity of conscious agents to perform genuine choices among future alternatives is a prerequisite for moral responsibility. Determinism that pervades classical physics, however, forbids free will, undermines the foundations of ethics, and…

神经元与认知 · 定量生物学 2021-07-15 Danko D. Georgiev

The issue of whether we make decisions freely has vexed philosophers for millennia, Resolving this is vital for solving a diverse range of problems, from the physiology of how the brain makes decisions (and how we assign moral…

物理学史与哲学 · 物理学 2025-06-30 Tim Palmer

The impression of free will is the feeling according to which our choices are neither imposed from our inside nor from outside. It is the sense we are the ultimate cause of our acts. In direct opposition with the universal determinism, the…

多智能体系统 · 计算机科学 2018-02-27 Eric Sanchis

Multi-agent systems in biology, society, and engineering are capable of making decisions through the dynamic interaction of their elements. Nonlinearity of the interactions is key for the speed, robustness, and flexibility of multi-agent…

A social system is considered whose agents choose between several alternatives of possible actions. The system is described by the fractions of agents preferring the corresponding alternatives. The agents interact with each other by…

物理与社会 · 物理学 2022-05-27 V. I. Yukalov , E. P. Yukalova

Paradoxical decision-making behaviours such as preference reversal often arise from imprecise or noisy human preferences. Harnessing the physical principle of magnetisation reversal in ferromagnetic nanostructures, we developed a model that…

物理与社会 · 物理学 2024-02-21 Ivan S. Maksymov , Ganna Pogrebna

In this article, I develop a formal model of free will for complex systems based on emergent properties and adaptive selection. The model is based on a process ontology in which a free choice is a singular process that takes a system from…

适应与自组织系统 · 物理学 2020-11-16 Ian T. Durham

Since quantum mechanics (QM) was formulated, many voices have claimed this to be the basis of free will in the human beings. Basically, they argue that free will is possible because there is an ontological indeterminism in the natural laws,…

量子物理 · 物理学 2010-09-07 M. Lopez-Corredoira

Any scientific attempt to explain consciousness is tasked with reconciling the third person objective perspective of science with our first person subjective experience of the world. A good point of departure is to consider situations in…

物理学史与哲学 · 物理学 2021-04-26 Hartmut Neven , Peter Read , Tobias Rees

Active particles contain internal degrees of freedom with the ability to take in and dissipate energy and, in the process, execute systematic movement. Examples include all living organisms and their motile constituents such as molecular…

软凝聚态物质 · 物理学 2015-05-18 Sriram Ramaswamy

Studying systems where many individual bodies in motion interact with one another is a complex and interesting area. Simple mechanisms that may be determined for biological, chemical, or physical reasons can lead to astonishingly complex…

定量方法 · 定量生物学 2023-01-03 Cameron McNamee , Renee Reijo Pera

Free will is an old philosophical enigma that has been recently revived by neuropsychology. We restrict ourselves to the problem that determinism seems to allow only an illusion of freedom but random decissions do not contain any freedom…

经典物理 · 物理学 2007-05-23 Petr Hajicek

The question how complex systems become more organized and efficient with time is open. Examples are, the formation of elementary particles from pure energy, the formation of atoms from particles, the formation of stars and galaxies, the…

物理与社会 · 物理学 2017-01-17 Georgi Georgiev , Atanu Chatterjee , Germano Iannacchione

Many have proposed that free will would use quantum indeterminism. Strict adherence to the Born rule, which follows from the no-signal condition, seems to block this possibility. I propose here that if state collapse really does occur then…

物理学史与哲学 · 物理学 2012-02-10 George Svetlichny

We investigate the selective forces that promote the emergence of modularity in nature. We demonstrate the spontaneous emergence of modularity in a population of individuals that evolve in a changing environment. We show that the level of…

种群与进化 · 定量生物学 2009-11-13 Jun Sun , Michael W. Deem

Biological systems often choose actions without an explicit reward signal, a phenomenon known as intrinsic motivation. The computational principles underlying this behavior remain poorly understood. In this study, we investigate an…

人工智能 · 计算机科学 2023-01-05 Stas Tiomkin , Ilya Nemenman , Daniel Polani , Naftali Tishby

Making decisions freely presupposes that there is some indeterminacy in the environment and in the decision making engine. The former is reflected on the behavioral changes due to communicating: few changes indicate rigid environments;…

人工智能 · 计算机科学 2020-09-23 Luis A. Pineda

This article presents a formal model demonstrating that genuine autonomy, the ability of a system to self-regulate and pursue objectives, fundamentally implies computational unpredictability from an external perspective. we establish…

人工智能 · 计算机科学 2025-09-17 Poria Azadi

This paper aims at understanding the longtime behaviors of a reducible cooperative system with nonlocal diffusions and different free boundaries, describing the interactions of two mutually beneficial species. Compared with the irreducible…

偏微分方程分析 · 数学 2025-01-03 Lei Li , Mingxin Wang

Nearly-elastic model systems with one or two degrees of freedom are considered: the system is undergoing a small loss of energy in each collision with the "wall". We show that instabilities in this purely deterministic system lead to…

概率论 · 数学 2012-08-31 Mark Freidlin , Wenqing Hu
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