BDPD⁰ — A Computational Laboratory for Generative Agents, Commons Dilemmas and More

We present BDPD (Be Different Play Differential), an open-source, dual-mode computational laboratory comprising a configurable multi-agent simulation platform and a card game, The Forest of Humbaba, for the integrated study of common-pool resource dilemmas. Through systematic parameter sweeps we demonstrate four principal findings: a discontinuous fragility threshold (a single aggressive agent suffices to doom the commons under realistic slow-regeneration), the reactive < conservative effect (locally reactive strategies are collectively inferior to conservative ones), noise as a selective blunter that redistributes earnings rather than reducing extraction, and the tragedy of the compensator (unilateral conservation subsidising defection rather than preventing it). Preliminary single-model LLM case studies corroborate the safe-betrayal and awareness-without-restraint patterns.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-09
DOI
https://doi.org/10.5281/zenodo.23260473
Primary Topic
Evolutionary Game Theory and Cooperation
Type
preprint
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preprint

BDPD⁰ — A Computational Laboratory for Generative Agents, Commons Dilemmas and More

Roberto Brunelli
Zenodo (CERN European Organization for Nuclear Research)
Evolutionary Game Theory and Cooperation
preprint

BDPD⁰ — A Computational Laboratory for Generative Agents, Commons Dilemmas and More

Roberto Brunelli
preprint en

Abstract

We present BDPD (Be Different Play Differential), an open-source, dual-mode computational laboratory comprising a configurable multi-agent simulation platform and a card game, The Forest of Humbaba, for the integrated study of common-pool resource dilemmas. Through systematic parameter sweeps we demonstrate four principal findings: a discontinuous fragility threshold (a single aggressive agent suffices to doom the commons under realistic slow-regeneration), the reactive < conservative effect (locally reactive strategies are collectively inferior to conservative ones), noise as a selective blunter that redistributes earnings rather than reducing extraction, and the tragedy of the compensator (unilateral conservation subsidising defection rather than preventing it). Preliminary single-model LLM case studies corroborate the safe-betrayal and awareness-without-restraint patterns.

Zenodo (CERN European Organization for Nuclear Research)
Evolutionary Game Theory and Cooperation
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