Multi-model federation module for Bonsai/BlenderBIM. Preprocesses IFC files to SQLite spatial index for sub-second queries across 100K+ elements. Generic utility for coordination, clash detection, routing, and reporting workflows.

Academic research prototypes demonstrating multi-agent coordination theory without exposing production systems

Multi-agent reinforcement learning research platform with Apple Silicon optimization. Develop intelligent agents for coordinated task completion using PPO and neural architectures.

Implementation of singleflight-cluster. With zk + consistenthash. Also has herd watch call prevention. Intended as an exercise, and example for future work

Calculates the geometry indices tau_4, tau_5 and O and shape measures (CShM) from crystallographic information file (CIF)

Code for the paper "Learning a Decentralized Medium Access Control Protocol for Shared Message Transmission"

Corps Python is a proposed open-source software system currently being implemented to help developers create parallel and distributed applications, services and microservices that seamlessly operate in heterogeneous multi/hybrid clouds, at the edge, in on-premises data centers, on corporate PCs, etc - all at the same time.

Universal Probabilistic Daily Reminder Coordination System for Anything

Master thesis project that simulates robot swarms for learning communication-aware coordination. @USI19/20.

Deep reinforcement learning system for coordinating autonomous drones in wildfire suppression. Custom NumPy-based Deep Q-Network achieves superior performance in emergency response simulation scenarios.

A coordinated locking wrapper script for distributed tasks.

Corps Python is a proposed open-source software system currently being implemented to help developers create parallel and distributed applications, services and microservices that seamlessly operate in heterogeneous multi/hybrid clouds, at the edge, in on-premises data centers, on corporate PCs, etc - all at the same time.

Executable contracts for multi-agent AI coordination. Write contracts once in AL, transpile to Python/JavaScript/Go/Rust/C#. CrewAI, LangGraph, and AutoGen agents execute identical logic—deterministic behavior guaranteed. Production-ready Python (67/67 tests), 134/134 stdlib tests passing.

Wireless coordination algorithms applied to Mars rovers. Environment simulated on top of a Software Defined Network

GSC: Generalizable Service Coordination

Computes CShM (shape measures) and other geometric indices from crystallographic information files (CIFs), which may contain single or multiple entries, or from COD (Crystallography Open Database) entries.

Code and dataset for Martin et al's paper "Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction"

Interface definition between coordination algorithms and environments. Includes a dummy algorithm and environment as example.

Multi-agent pursuit in matrix world (pursuitMW)

This repository contains code for the paper "Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning". https://arxiv.org/abs/2210.03022