Popular GitHub Repositories for Swarm Intelligence

? GPTSwarm: LLM agents as (Optimizable) Graphs

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

Neural Architecture Search Powered by Swarm Intelligence ?

Digimon Engine — Multi-Agent, Multi-Player Framework for AI-Native Games and Agentic Metaverse

Workshop content for Designing Intelligent Edge Computing by NUS ISS

Pytorch Implementation of the Swarmalators algorithm from "Exotic swarming dynamics of high-dimensional swarmalators"

Implementation of Popular Swarm Intelligence Models

Visit: https://aliasgharheidari.com/HGS.html. HGS optimizer is a population-based method with stochastic switching elements that enrich its main exploratory and exploitative behaviors and flexibility of HGS in dealing with challenging problem landscapes. The algorithm has been compared to LSHADE, SPS_L_SHADE_EIG, LSHADE_cnEpSi, SHADE, SADE, MPEDE, and JDE methods.

Ant Colony Optimization for road trips

Collection of experiments related to swarm intelligence

Analysis of Skin Cancer MNIST: HAM10000

Python Implementation of the Swarm Intelligent (SI) Artificial Bee Colony Optimization Algorithm (ABC)

A C# project to simulate and test a multiagent algorithm for finding multiple noisy radiation sources with spatial and communication constraints with an emulated environment. The algorithm tries to detect the source(s) of radiation with some robots in the monitoring fields. Each robot has a sensor mounted to detect the radiation concentration. The robots cooperate and communicate with each other to locate the sources based on the sensors readings using concepts from particle swarm optimization algorithm. You can see the attached paper for more detail... [Multiagent Algorithm for finding Multiple Noisy Radiation.pdf](Home_Multiagent Algorithm for finding Multiple Noisy Radiation.pdf)

Appunti del corso di Evoluzione e Apprendimento di Sistemi Artificiali, tenuto presso UniMoRe, a.a. 2022-2023

A Research - Applying swarm intelligence for public transportation, NetLogo model and additional proprietary tools such as map drawer and NetLogo extension for parsing input files.

Civilization V AI mod

Machine Learning and Guidance of Swarm in Dynamic and Partially Observable Environments

HypONIC is a hyperparameter optimization library that uses various nature inspired computing algorithms to optimize the hyperparameters of machine learning models. The library provides a simple interface for sklearn and keras models.

Swarm Intellegence

Swarm intelligence aims at exploring the complicated relationships among multi-agents to stimulate co-evolution and the emergence of intelligent decision-making. Based on Multi-agent Particle Environment and deep Reinforcement learning method, we propose ...