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scopp's Introduction

SCoPP

Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas

This repository contains data and code of our SCoPP algorithm that are used to solve multi-robot cooperative path planning problem. For further information on the SCoPP algorithm set, please refer to our paper: Collins, L., Ghassemi, P., Chowdhury, S., Dantu, K., Esfahani, E., and Doermann, D., Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas, 2021 IEEE International Conference on Robotics and Automation (ICRA 2021).

How to Use the Code

This section provides further information on the usage of this code:

Swarm_Surveillance is a swarm robot area survey solver QLB/demo.py can be run and shows how the code can be used. A monitoring algorithm class must be created in order to use the QLB algorithm. Information on the input parameters for this class are given in QLB/monitoring_algorithms.py

Dependencies

pyDOE networkx mlrose scikit-learn shapely scipy matplotlib numpy seaborn pandas

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adamslab-ub avatar collins-iv avatar payamgha avatar prajitkk1 avatar

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scopp's Issues

An error

I got a new error. Do you have any idea about it?

Traceback (most recent call last):
File "D:\Users\derw\Desktop\New folder (3)\SCoPP-main\demo.py", line 5, in ?
import monitoring_algorithms
File "D:\Users\derw\Desktop\New folder (3)\SCoPP-main\monitoring_algorithms.py", line 712
with open(self.save_path + "waypoints", 'wb') as f:
^
SyntaxError: invalid #syntax

An error when I am trying to simulate

Dear Payam,

Python is getting a following error:
ModuleNotFoundError: No module named 'Swarm_Surveillance'

May I know how I can solve this?

Thank you.

An error

Dear Payam,
Python is getting a following error:

Traceback (most recent call last):
File "C:/Users/admin/Desktop/SCoPP/Swarm_Surveillance/SCoPP/tester.py", line 73, in
way_points = way_point_allocator.run(info="time")
File "C:\Users\admin\Desktop\SCoPP\Swarm_Surveillance\SCoPP\monitoring_algorithms.py", line 226, in run
paths, distances = self.find_optimal_paths(self.planner, robot_assignment_information, waypoints_for_robots)
File "C:\Users\admin\Desktop\SCoPP\Swarm_Surveillance\SCoPP\monitoring_algorithms.py", line 713, in find_optimal_paths
with open(self.save_path + "waypoints", 'wb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'MediumLafayetteFlood/waypoints'

May I know how I can solve this?
Thank you.

New error

Do you have any idea about this error?

Traceback (most recent call last):
File "D:\Users\derw\Desktop\SCoPP-main\demo.py", line 12, in
way_point_allocator = monitoring_algorithms.QLB(5, environment, plot="full")
File "D:\Users\derw\Desktop\SCoPP-main\monitoring_algorithms.py", line 64, in init
if len(environment.starting_position) > 1:
AttributeError: 'int' object has no attribute 'starting_position'

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