complex-adaptive-systems

Reliable and efficient agent-based models in Rust

A YAML-driven multi-agent simulation platform for economic and social systems. It combines LLM-backed agents, market microstructure, relation graphs, and world events behind a FastAPI API and a React client.

Rust crate to translate between 1D indices and 2D coordinates with wrapping

Code to generate interpretable explanations in cyber-physical systems.

Bringing Your Turtles From NetLogo to Python 🐍🐢. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001035

AI Knowledge Bank｜AI-era knowledge collaboration, validation, and emergence network

A complex adaptive system is based on the characteristics assigned to each element and the interactions between them.

ISD-DSA - Instructional Systems - Decision Support Architecture - A repository of integrative decision-architecture modeling, governance/risk constraints, validation frameworks, and interactive prototypes for technical instructional diagnostics and system design applications.

This project investigates to what extend evolutionary methods such as the Cross Entropy Method and Evolution Strategies can be used to optimize a neural policy compared to the baseline REINFORCE.

High-performance Python framework for the BAM agent-based macroeconomic model using ECS architecture and vectorized NumPy operations

Shear the stress at the boundary , spin the truth at the core .

The era of unified language has passed , structural alignment is truth

New mathematics for pollinator health