Academic research prototypes demonstrating multi-agent coordination theory without exposing production systems
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Updated
Nov 3, 2025 - Python
Academic research prototypes demonstrating multi-agent coordination theory without exposing production systems
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.
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.
[NIPS2025] A decentralized, RAG-enhanced multi-agent framework for LLMs with dynamic task routing and agent evolution.
VINCE is the Vulnerability Information and Coordination Environment developed and used by the CERT Coordination Center to improve coordinated vulnerability disclosure. VINCE is a Python-based web platform.
Multi-agent reinforcement learning research platform with Apple Silicon optimization. Develop intelligent agents for coordinated task completion using PPO and neural architectures.
Fast Python implementation of KSUID (K-Sortable Globally Unique IDs) using Cython
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.
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.
Master thesis project that simulates robot swarms for learning communication-aware coordination. @USI19/20.
[IEEE ICUAS 2022] Python scripts for swarming, formation control, and observer-based adversary detection for multi-UAVs (Tello Drones)
Calculates the geometry indices tau_4, tau_5 and O and shape measures (CShM) from crystallographic information file (CIF)
Universal Probabilistic Daily Reminder Coordination System for Anything
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
A pure-Python KSUID implementation
Model-based AI approach for network and service coordination leveraging uncertain traffic forecasts
Code and dataset for Martin et al's paper "Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction"
Multi-agent coordination using game theory and nonlinear opinion dynamics - CDC 2023
GSC: Generalizable Service Coordination
Distributed Online Service Coordination Using Deep Reinforcement Learning
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