Large language models empowered agent-based modeling and simulation: A survey and perspectives

C Gao, X Lan, N Li, Y Yuan, J Ding, Z Zhou… - Humanities and Social …, 2024 - nature.com
Agent-based modeling and simulation have evolved as a powerful tool for modeling
complex systems, offering insights into emergent behaviors and interactions among diverse …

Decision-making in agent-based modeling: A current review and future prospectus

DL DeAngelis, SG Diaz - Frontiers in Ecology and Evolution, 2019 - frontiersin.org
All basic processes of ecological populations involve decisions; when and where to move,
when and what to eat, and whether to fight or flee. Yet decisions and the underlying …

Task-oriented machine learning surrogates for tip** points of agent-based models

G Fabiani, N Evangelou, T Cui, JM Bello-Rivas… - Nature …, 2024 - nature.com
We present a machine learning framework bridging manifold learning, neural networks,
Gaussian processes, and Equation-Free multiscale approach, for the construction of …

Urban generative intelligence (ugi): A foundational platform for agents in embodied city environment

F Xu, J Zhang, C Gao, J Feng, Y Li - arxiv preprint arxiv:2312.11813, 2023 - arxiv.org
Urban environments, characterized by their complex, multi-layered networks encompassing
physical, social, economic, and environmental dimensions, face significant challenges in the …

Assessing the impact of policy interventions on the adoption of plug-in electric vehicles: An agent-based model

C Silvia, RM Krause - Energy policy, 2016 - Elsevier
Heightened concern regarding climate change and energy independence has increased
interest in plug-in electric vehicles as one means to address these challenges and …

The importance of invertebrates when considering the impacts of anthropogenic noise

EL Morley, G Jones… - Proceedings of the …, 2014 - royalsocietypublishing.org
Anthropogenic noise is now recognized as a major global pollutant. Rapidly burgeoning
research has identified impacts on individual behaviour and physiology through to …

Agents. jl: a performant and feature-full agent-based modeling software of minimal code complexity

G Datseris, AR Vahdati, TC DuBois - Simulation, 2024 - journals.sagepub.com
Agent-based modeling is a simulation method in which autonomous agents interact with
their environment and one another, given a predefined set of rules. It is an integral method …

[PDF][PDF] An Application."

C Models - Econometrics Journal, 1995 - lib.ysu.am
It is a main purpose of this book to demonstrate how a very considerable number of results
in probability theory can be derived from simple urn models. We have deliberately restricted …

Understanding movements of organisms: it's time to abandon the Lévy foraging hypothesis

GH Pyke - Methods in Ecology and Evolution, 2015 - Wiley Online Library
Interest in L évy walks within the context of movement of organisms has recently soared, with
some now referring to this approach as the L évy walk/flight paradigm. The principal …

Towards an integrated science of movement: converging research on animal movement ecology and human mobility science

HJ Miller, S Dodge, J Miller, G Bohrer - International Journal of …, 2019 - Taylor & Francis
There is long-standing scientific interest in understanding purposeful movement by animals
and humans. Traditionally, collecting data on individual moving entities was difficult and time …