Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
Extension of mesa for performance and scalability
Extension to the Mesa repository to provide with the ability to plug LLM directly into your agents for more complex reasoning and inter-agent communication ! Make your own reasoning/memory/communication modules and plug them into the existing code or use the pre-built ones for fast building.
CyberRange: a self-hosted, deliberately vulnerable AI-agent security lab (DVWA for AI agents). Attack, defend, measure. Play the 15-minute browser version.
Systems research for a native, non-root Android desktop workstation built on Termux, Termux:X11, glibc, and GPU acceleration.
Master's thesis, University of Cologne, 2026. Agent-based simulation of how governance architectures shape agentic divergence, the distance between a principal's strategic intent and an autonomous agent's executed action, under EU AI Act rules interpreted by twelve language models.
Epstein's civil violence model with LLM and Jev-driven citizens (Mesa + Solara)
LLM agents in place of rule agents across classic agent-based models; companion benchmark of SocioVerse2
FYP: agent-based redistribution of near-expiry FMCG stock (Prophet forecasting + Mesa multi-agent + FastAPI/React/PostgreSQL)
GSoC 2026 final work product — Project Mesa. Continuous-time agent state with analytically solved threshold crossings, plus an interruptible action layer and adaptive event-list compaction.
A workshop covering the calibration of agent-based models.
Agent-based model (ABM) of trait–preference coevolution and sexual selection in a resource-limited 2D environment (Mesa + Solara).
An interactive Agent-Based Model (ABM) simulating complex wildfire spread and AI-driven autonomous suppression. Features a real-time web dashboard built with Python, Mesa, and Solara.
GIS Extension for Mesa Agent-Based Modeling
Simulation multi-agents complexe modélisant la régulation du trafic urbain. Développé en Python avec le framework MESA pour l'analyse comportementale décentralisée.
Open-source agent-based economic simulator for studying tax deferral, unrealized gains, wealth concentration, capital circulation, and Circular Capitalism policy scenarios.
Experimental macOS GPU benchmarking, RenderDoc capture/replay, Mesa llvmpipe counters, RDC slicing, and analysis.
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