Exploiting Aggregate Programming in a Multi-Robot Service Prototype
- URL: http://arxiv.org/abs/2604.06876v1
- Date: Wed, 08 Apr 2026 09:37:40 GMT
- Title: Exploiting Aggregate Programming in a Multi-Robot Service Prototype
- Abstract summary: Multi-robot systems are becoming increasingly relevant within diverse application domains, such as healthcare, exploration, and rescue missions.<n>We present a prototype of a multi-robot service system, which adopts AP for the design and implementation of its coordination software.
- Score: 6.263084558956948
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Multi-robot systems are becoming increasingly relevant within diverse application domains, such as healthcare, exploration, and rescue missions. However, building such systems is still a significant challenge, since it adds the complexities of the physical nature of robots and their environments to those inherent in coordinating any distributed (multi-agent) system. Aggregate Programming (AP) has recently emerged as a promising approach to engineering resilient, distributed systems with proximity-based communication, and is notably supported by practical frameworks. In this paper we present a prototype of a multi-robot service system, which adopts AP for the design and implementation of its coordination software. The prototype has been validated both with simulations, and with tests in a University library.
Related papers
- Agyn: A Multi-Agent System for Team-Based Autonomous Software Engineering [0.09046463333989574]
Real-world software development is organized as a collaborative activity carried out by teams following shared methodologies.<n>We present a fully automated multi-agent system that explicitly models software engineering as an organizational process.<n>Our results suggest that replicating team structure, methodology, and communication is a powerful paradigm for autonomous software engineering.
arXiv Detail & Related papers (2026-02-01T22:17:19Z) - Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism [61.01709143437043]
We introduce a novel agent design framework centered on a Hierarchical Task Abstraction Mechanism (HTAM)<n>Specifically, HTAM moves beyond emulating social roles, instead structuring multi-agent systems into a logical hierarchy that mirrors the intrinsic task-dependency graph of a given domain.<n>We instantiate this framework as EarthAgent, a multi-agent system tailored for complex geospatial analysis.
arXiv Detail & Related papers (2025-11-21T12:25:47Z) - Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration [26.299123587171554]
Helmsman is a novel multi-agent system that automates the end-to-end synthesis of federated learning systems.<n>AgentFL-Bench is a new benchmark to assess the system-level generation capabilities of agentic systems in FL.
arXiv Detail & Related papers (2025-10-16T09:57:31Z) - From MAS to MARS: Coordination Failures and Reasoning Trade-offs in Hierarchical Multi-Agent Robotic Systems within a Healthcare Scenario [3.5262044630932254]
Multi-agent robotic systems (MARS) build upon multi-agent systems by integrating physical and task-related constraints.<n>Despite the availability of advanced multi-agent frameworks, their real-world deployment on robots remains limited.
arXiv Detail & Related papers (2025-08-06T17:54:10Z) - An LLM-enabled Multi-Agent Autonomous Mechatronics Design Framework [49.633199780510864]
This work proposes a multi-agent autonomous mechatronics design framework, integrating expertise across mechanical design, optimization, electronics, and software engineering.<n> operating primarily through a language-driven workflow, the framework incorporates structured human feedback to ensure robust performance under real-world constraints.<n>A fully functional autonomous vessel was developed with optimized propulsion, cost-effective electronics, and advanced control.
arXiv Detail & Related papers (2025-04-20T16:57:45Z) - RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints [27.467048581838405]
We propose the concept of compositional constraints for embodied multi-agent systems.<n>We design interfaces tailored to different types of constraints, enabling seamless interaction with the physical world.<n>We introduce the first benchmark for embodied multi-agent manipulation, RoboFactory.
arXiv Detail & Related papers (2025-03-20T17:58:38Z) - EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents [33.77674812074215]
We introduce a novel multi-agent framework designed to enable effective collaboration among heterogeneous robots.<n>We propose a self-prompted approach, where agents comprehend robot URDF files and call robot kinematics tools to generate descriptions of their physics capabilities.<n>The Habitat-MAS benchmark is designed to assess how a multi-agent framework handles tasks that require embodiment-aware reasoning.
arXiv Detail & Related papers (2024-10-30T03:20:01Z) - Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence [79.5316642687565]
Existing multi-agent frameworks often struggle with integrating diverse capable third-party agents.
We propose the Internet of Agents (IoA), a novel framework that addresses these limitations.
IoA introduces an agent integration protocol, an instant-messaging-like architecture design, and dynamic mechanisms for agent teaming and conversation flow control.
arXiv Detail & Related papers (2024-07-09T17:33:24Z) - Socially Pertinent Robots in Gerontological Healthcare [81.67026771075037]
This paper is an attempt to partially answer the question, via two waves of experiments with patients and companions in a day-care gerontological facility in Paris with a full-sized humanoid robot endowed with social and conversational interaction capabilities.<n>Overall, the users are receptive to this technology, especially when the robot perception and action skills are robust to environmental clutter and flexible to handle a plethora of different interactions.
arXiv Detail & Related papers (2024-04-11T08:43:37Z) - RoboScript: Code Generation for Free-Form Manipulation Tasks across Real
and Simulation [77.41969287400977]
This paper presents textbfRobotScript, a platform for a deployable robot manipulation pipeline powered by code generation.
We also present a benchmark for a code generation benchmark for robot manipulation tasks in free-form natural language.
We demonstrate the adaptability of our code generation framework across multiple robot embodiments, including the Franka and UR5 robot arms.
arXiv Detail & Related papers (2024-02-22T15:12:00Z) - Integrated Benchmarking and Design for Reproducible and Accessible
Evaluation of Robotic Agents [61.36681529571202]
We describe a new concept for reproducible robotics research that integrates development and benchmarking.
One of the central components of this setup is the Duckietown Autolab, a standardized setup that is itself relatively low-cost and reproducible.
We validate the system by analyzing the repeatability of experiments conducted using the infrastructure and show that there is low variance across different robot hardware and across different remote labs.
arXiv Detail & Related papers (2020-09-09T15:31:29Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.