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btmop's Projects

multi_robot_navigation-aco icon multi_robot_navigation-aco

This algorithm deals with multi agent goal searching and migration in dynamic environment and is based on inverted ant colony algorithm. I have coded this algorithm in matlab

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

paper-simulation icon paper-simulation

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

pymapf icon pymapf

📍🗺️ A Python library for Multi-Agents Planning and Pathfinding (Centralized and Decentralized)

rl_ardrone icon rl_ardrone

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

robot_path_planning icon robot_path_planning

Path planning of robots or UAVs to track unknown and/or uncertain targets that could be stationary or mobile.

route-planning icon route-planning

use some algorithm to solve the Route Planning. Including Genetic Algorithm(GA),Particle Swarm Optimization(PSO),ant colony optimization(ACO).

sar_swarm icon sar_swarm

Investigation and simulation of carrying search and rescue missions with Particle Swarm Optimisation (PSO) for target searching and Genetic Algorithm (GA) for shortest path planning

smart-algorithm icon smart-algorithm

智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现

swarm-intelligence-based-algorithms icon swarm-intelligence-based-algorithms

Swarm intelligence algorithms are ethology-based inspired algorithms where multiple agents cooperatively search for an optimal or near-optimal solution.

swarm_evolve icon swarm_evolve

Model-Based Stochastic Search for Large Scale Optimization of Multi-Agent UAV Swarms

swarm_search icon swarm_search

UAV SWARM Search Operation : SWARM of autonomous UAVs are to scan and search a defined arena to locate and identify described targets. **The Original project was moved to this Repository on January, 2020**

swarmlib icon swarmlib

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)

tracta icon tracta

TRACTA: Multi-Target Multi-Camera Tracking by Tracklet-to-Target Assignment

tsp icon tsp

旅行推销员问题(Travelling salesman problem, TSP),matlab代码实现

uav-a3c icon uav-a3c

using actor-critic method to dealing with the path-planning UAV problem

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