Challenges and research directions in agent-oriented software engineering

F Zambonelli, A Omicini - Autonomous agents and multi-agent systems, 2004 - Springer
Agent-based computing is a promising approach for develo** applications in complex
domains. However, despite the great deal of research in the area, a number of challenges …

Rode: Learning roles to decompose multi-agent tasks

T Wang, T Gupta, A Mahajan, B Peng… - ar** the knowledge frontiers and evolution of decision making based on agent-based modeling
X Liang, L Luo, S Hu, Y Li - Knowledge-Based Systems, 2022 - Elsevier
With increasing attention paid to the application of agent-based modeling in decision-
making issues, a large number of related studies have been published in management …

[PDF][PDF] A survey of programming languages and platforms for multi-agent systems

RH Bordini, L Braubach, M Dastani, AEF Seghrouchni… - Informatica, 2006 - informatica.si
Research in Multi-Agent Systems (MAS) has recently led to the development of practical
programming languages and tools that are appropriate for the implementation of such …

Ldsa: Learning dynamic subtask assignment in cooperative multi-agent reinforcement learning

M Yang, J Zhao, X Hu, W Zhou… - Advances in Neural …, 2022 - proceedings.neurips.cc
Cooperative multi-agent reinforcement learning (MARL) has made prominent progress in
recent years. For training efficiency and scalability, most of the MARL algorithms make all …

Errors and artefacts in agent-based modelling

JM Galán, LR Izquierdo, SS Izquierdo… - Journal of Artificial …, 2009 - e-space.mmu.ac.uk
The objectives of this paper are to define and classify different types of errors and artefacts
that can appear in the process of develo** an agent-based model, and to propose …

[BOOK][B] Holonic manufacturing systems

V Botti, A Giret - 2008 - Springer
It is well known that manufacturing systems are complex, large-scale systems for a number
of operational and structural reasons. This complexity makes such systems difficult to control …

[BOOK][B] Intelligent adaptive systems: An interaction-centered design perspective

M Hou, S Banbury, C Burns - 2018 - books.google.com
As ubiquitous as the atmosphere, intelligent adaptive systems (IASs) surround us in our
daily lives. When designed well, these systems sense users and their environments so that …