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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

Proposed is system of consistent mathematical models describing physical laws of a system of energy emitting bodies in dynamics, relativity and nuclear physics. It is shown the use of developed models for the description of systems,…

动力系统 · 数学 2008-01-28 V. O. Groppen

The Free-Energy Principle (FEP) [1-3] has been adopted in a variety of ambitious proposals that aim to characterize all adaptive, sentient, and cognitive systems within a unifying framework. Judging by the amount of attention it has…

神经元与认知 · 定量生物学 2024-01-18 Zahra Sheikhbahaee , Adam Safron , Casper Hesp , Guillaume Dumas

Energy systems optimisation models are a leading tool for informing decisions in the energy transition. However, these models often remain opaque, and results are frequently presented without a clear discussion of their epistemic…

We study the idea of information design for inducing prosocial behavior in the context of electricity consumption. We consider a continuum of agents. Each agent has a different intrinsic motivation to reduce her power consumption. Each…

社会与信息网络 · 计算机科学 2019-05-03 Alexandre Reiffers-Masson , Rajesh Sundaresan

We review and develop a selection of models of systems with competition and cooperation, with origins in economics, where deep insights can be obtained by the mathematical methods of game theory. Some of these models were touched upon in…

最优化与控制 · 数学 2012-01-10 Vassili N. Kolokoltsov , Oleg A. Malafeyev

Problem definition: Accurately modeling consumer behavior in energy operations is challenging due to uncertainty, behavioral heterogeneity, and limited empirical data-particularly in low-frequency, high-impact events. While generative AI…

人工智能 · 计算机科学 2026-03-03 Cong Chen , Omer Karaduman , Xu Kuang

This paper looks at predictability problems, i.e., wherein an agent must choose its strategy in order to optimize the predictions that an external observer could make. We address these problems while taking into account uncertainties on the…

人工智能 · 计算机科学 2024-10-08 Salomé Lepers , Sophie Lemonnier , Vincent Thomas , Olivier Buffet

Maximizing the amount of work harvested from an environment is important for a wide variety of biological and technological processes, from energy-harvesting processes such as photosynthesisto energy storage systems such as fuels and…

A monopolistic seller aims to sell an indivisible item to multiple potential buyers. Each buyer's valuation depends on their private type and the item's quality. The seller can observe the quality but it is unknown to buyers. This quality…

计算机科学与博弈论 · 计算机科学 2024-11-13 Zhikang Fan , Weiran Shen

The ideas of thermodynamics have proved fruitful in the setting of quantum information theory, in particular the notion that when the allowed transformations of a system are restricted, certain states of the system become useful resources…

From marketing to politics, exploitation of incomplete information through selective communication of arguments is ubiquitous. In this work, we focus on development of an argumentation-theoretic model for manipulable multi-agent…

人工智能 · 计算机科学 2019-09-17 Ryuta Arisaka , Makoto Hagiwara , Takayuki Ito

The accelerated expansion of the Universe is one of the main discoveries of the past decades, indicating the presence of an unknown component: the dark energy. Evidence of its presence is being gathered by a succession of observational…

宇宙学与河外天体物理 · 物理学 2021-04-13 V. Motta , Miguel A. García-Aspeitia , A. Hernández-Almada , J. Magaña , Tomás Verdugo

This work considers a Bayesian signal processing problem where increasing the power of the probing signal may cause risks or undesired consequences. We employ a market based approach to solve energy management problems for signal detection…

信号处理 · 电气工程与系统科学 2023-01-20 Baocheng Geng , Chen Quan , Tianyun Zhang , Makan Fardad , Pramod K. Varshney

Negotiation requires more than inferring what the other side wants: it requires using that information to make advantageous offers and counteroffers over multiple turns. We study whether large language model (LLM) agents do this in a…

人工智能 · 计算机科学 2026-05-19 Romain Cosentino , Sarath Shekkizhar , Adam Earle , Silvio Savarese

The authors of the study conduct a legal analysis of the concept of energy security. Energy is vital for sustainable development, and sustainability is not only at the heart of development, but also economic, environmental, social and…

综合经济学 · 经济学 2021-07-01 Julia Edigareva , Tatiana Khimich , Oleg Antonov , Jesus Gonzalez

When does society eventually learn the truth, or take the correct action, via observational learning? In a general model of sequential learning over social networks, we identify a simple condition for learning dubbed excludability.…

理论经济学 · 经济学 2024-04-05 Navin Kartik , SangMok Lee , Tianhao Liu , Daniel Rappoport

In this paper, we study the problem of deceptive reinforcement learning to preserve the privacy of a reward function. Reinforcement learning is the problem of finding a behaviour policy based on rewards received from exploratory behaviour.…

机器学习 · 计算机科学 2021-02-08 Zhengshang Liu , Yue Yang , Tim Miller , Peta Masters

Power-seeking behavior is a key source of risk from advanced AI, but our theoretical understanding of this phenomenon is relatively limited. Building on existing theoretical results demonstrating power-seeking incentives for most reward…

人工智能 · 计算机科学 2023-04-14 Victoria Krakovna , Janos Kramar

We introduce preferential behavior into the study on statistical mechanics of money circulation. The computer simulation results show that the preferential behavior can lead to power laws on distributions over both holding time and amount…

物理与社会 · 物理学 2009-11-11 Ning Ding , Yougui Wang