"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion

Agent-based computational economics: Growing economies from the bottom up

L. Tesfatsion · 2002

Earlier work this paper cites.

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V. Grimm, E. Revilla, U. Berger, F. Jeltsch, W. M. Mooij, S. F. Railsback, H.-H. Thulke, J. Weiner, T. Wiegand, and D. L. DeAngelis · 2005

Earlier work this paper cites.

Empirically based, agent-based models

M. A. Janssen and E. Ostrom · 2006

Earlier work this paper cites.

An agent-based approach for modeling dynamics of contagious disease spread

L. Perez and S. Dragicevic · 2009

Earlier work this paper cites.

Fairness and the willingness to accept plea bargain offers

A. Tor, O. Gazal-Ayal, and S. M. Garcia · 2010

Earlier work this paper cites.

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A. Radford, J. Wu, R. Child, D. Luan, D. Amodei, I. Sutskever, et al · 2019

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T. Brown, B. Mann, N. Ryder, M. Subbiah, J. D. Kaplan, P. Dhariwal, A. Neelakantan, P. Shyam, G. Sastry, A. Askell, et al · 2020

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