Cristian Jimenez-Romero
Alper Yegenoglu
Christian Blum- 1ETIS Laboratory, ENSEA, CNRS, UMR8051, CY Cergy-Paris University, Cergy, France
- 2Independent Researcher, Jülich, Germany
- 3Artificial Intelligence Research Institute (IIIA-CSIC), Bellaterra, Spain
A Correction on
Multi-agent systems powered by large language models: applications in swarm intelligence
by Jimenez-Romero, C., Yegenoglu, A., and Blum, C. (2025). Front. Artif. Intell. 8:1593017. doi: 10.3389/frai.2025.1593017
Wilensky, U. (1999). NetLogo. Evanston, IL: Center for Connected Learning and Computer-Based Modeling, Northwestern University. Available online at: http://ccl.northwestern.edu/netlogo/ (Accessed December 18, 2025) was not cited in the article. The citation has now been inserted in Introduction, 1.2 Motivation, Paragraph number 2 and should read:
The motivation and contribution of this work are found in the presentation of a toolchain that integrates LLMs with agent-based simulations within the NetLogo environment (Wilensky, 1999, Tisue and Wilensky, 2004; Amblard et al., 2015), a platform widely recognized in the complexity science community for its robustness and versatility.
Wilensky, U. (1997). NetLogo Ants Model. Evanston, IL: Center for Connected Learning and Computer-Based Modeling, Northwestern University. Available online at: http://ccl.northwestern.edu/netlogo/models/Ants (Accessed December 18, 2025) was not cited in the article. The citation has now been inserted in 3 Experiment 1: ant colony foraging simulation and should read: As mentioned above, this experiment is based on the ant foraging model implemented in the NetLogo library (Wilensky, 1997, see https://ccl.northwestern.edu/netlogo/models/Ants).
Wilensky, U. (1998). NetLogo Flocking Model. Evanston, IL: Center for Connected Learning and Computer-Based Modeling, Northwestern University. Available online at: http://ccl.northwestern.edu/netlogo/models/Flocking (Accessed December 18, 2025) was not cited in the article. The citation has now been inserted in section 4 Experiment 2: bird flocking simulation and should read: As mentioned before, the bird flocking model of NetLogo (Wilensky, 1998, see https://ccl.northwestern.edu/netlogo/models/Flocking) is an implementation of the famous Boids model from Reynolds (1987).
The original version of this article has been updated.
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Keywords: agent-based modeling, large language models, LLM-guided agents, simulation, swarm intelligence
Citation: Jimenez-Romero C, Yegenoglu A and Blum C (2026) Correction: Multi-agent systems powered by large language models: applications in swarm intelligence. Front. Artif. Intell. 8:1771737. doi: 10.3389/frai.2025.1771737
Received: 19 December 2025; Accepted: 29 December 2025;
Published: 22 January 2026.
Edited and reviewed by: Georgios Leontidis, University of Aberdeen, United Kingdom
Copyright © 2026 Jimenez-Romero, Yegenoglu and Blum. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Cristian Jimenez-Romero, Y3Jpc3RpYW4uamltZW5lei1yb21lcm9AY3l1LmZy