A Sequential Composition Framework for Coordinating Multi-Robot Behaviors

07/17/2019
by   Pietro Pierpaoli, et al.
0

A number of coordinated behaviors have been proposed for achieving specific tasks for multi-robot systems. However, since most applications require more than one such behavior, one needs to be able to compose together sequences of behaviors while respecting local information flow constraints. Specifically, when the inter-agent communication depends on inter-robot distances, these constraints translate into particular configurations that must be reached in finite time in order for the system to be able to transition between the behaviors. To this end, we develop a framework based on finite-time convergence control barrier functions that drives the robots to the required configurations. In order to demonstrate the proposed framework, we consider a scenario where a team of eight planar robots explore an urban environment in order to localize and rescue a subject. The results are presented in the form of a case study, which is implemented on a multi-agent robotic test-bed.

READ FULL TEXT
research
10/03/2019

Behavior Mixing with Minimum Global and Subgroup Connectivity Maintenance for Large-Scale Multi-Robot Systems

In many cases the multi-robot systems are desired to execute simultaneou...
research
01/28/2019

The Emergence of Complex Bodyguard Behavior Through Multi-Agent Reinforcement Learning

In this paper we are considering a scenario where a team of robot bodygu...
research
03/07/2023

Minimally Constrained Multi-Robot Coordination with Line-of-sight Connectivity Maintenance

In this paper, we consider a team of mobile robots executing simultaneou...
research
08/04/2020

Resilient Monitoring in Heterogeneous Multi-robot Systems through Network Reconfiguration

We propose a framework for resilience in a networked heterogeneous multi...
research
09/29/2020

Ergodic Control Strategy for Multi-Agent Environment Exploration

In this study, an ergodic environment exploration problem is introduced ...
research
09/12/2019

A Reinforcement Learning Framework for Sequencing Multi-Robot Behaviors

Given a list of behaviors and associated parameterized controllers for s...
research
03/24/2021

Behavior coordination for self-adaptive robots using constraint-based configuration

Autonomous robots may be able to adapt their behavior in response to cha...

Please sign up or login with your details

Forgot password? Click here to reset