activity
20192024
most citedPhysics-Informed Neural Nets for Control of Dynamical Systems

142 citations · 151 across the 8 of their papers we have counts for

collaborators

8 papers

cs.MA2024

An Agent-Centric Perspective on Norm Enforcement and Sanctions

Elena Yan, Luis G. Nardin, Jomi F. Hübner +1

In increasingly autonomous and highly distributed multi-agent systems, centralized coordination becomes impractical and raises the need for governance and enforcement mechanisms fr…

cs.MA2021

Developer Operations and Engineering Multi-Agent Systems

Timotheus Kampik, Cleber Jorge Amaral, Jomi Fred Hübner

In this paper, we propose the integration of approaches to Engineering Multi-Agent Systems (EMAS) with the Developer Operations (DevOps) industry best practice. Whilst DevOps facil…

cs.MA2021

Coupling purposes with status-functions in artificial institutions

Rafhael R. Cunha, Jomi Fred Hübner, Maiquel de Brito

In multi-agent systems, the agents may have goals that depend on a social, shared interpretation about the facts occurring in the system. These are the so-called social goals. Arti…

cs.LG2021★ 142 cited

Physics-Informed Neural Nets for Control of Dynamical Systems

Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman +3

Physics-informed neural networks (PINNs) impose known physical laws into the learning of deep neural networks, making sure they respect the physics of the process while decreasing…

cs.MA2020

Integrating Industrial Artifacts and Agents Through Apache Camel

Cleber Jorge Amaral, Stephen Cranefield, Jomi Fred Hübner +1

There are many challenges for building up the smart factory, among them to deal with distributed data, high volume of information, and wide diversity of devices and applications. I…

cs.MA2020★ 3 cited

Towards Jacamo-rest: A Resource-Oriented Abstraction for Managing Multi-Agent Systems

Cleber Jorge Amaral, Jomi Fred Hübner, Timotheus Kampik

The Multi-Agent Oriented Programming (MAOP) paradigm provides abstractions to model and implements entities of agents, as well as of their organisations and environments. In recent…

cs.MA2020★ 2 cited

Agent Programming for Industrial Applications: Some Advantages and Drawbacks

Otávio Arruda Matoso, Luis P. A. Lampert, Jomi Fred Hübner +5

Autonomous agents are seen as a prominent technology to be applied in industrial scenarios. Classical automation solutions are struggling with challenges related to high dynamism,…

cs.MA2019★ 4 cited

Finding new routes for integrating Multi-Agent Systems using Apache Camel

Cleber Jorge Amaral, Sérgio Pereira Bernardes, Mateus Conceição +4

In Multi-Agent Systems (MAS) there are two main models of interaction: among agents, and between agents and the environment. Although there are studies considering these models, th…