Ahmad Esmaeili

24 papers A 1B 1C 1Misc 2Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 B conf
Engineering the Next Generation of Multi-agent Systems: A Community Roadmap from EMAS 2025.
EMAS
Sebastian Rodriguez, Akhila Bairy, Matteo Baldoni, Patrick Benjamin, Constantin Blessing, Nicolas Brandstetter, Amit K. Chopra, Thomas Clemen, Louise A. Dennis, Ahmad Esmaeili, Lu Feng, Angelo Ferrando, Zahra Ghorrati, Victor Guillet, Önder Gürcan, Soham Hans, James Herber, Viviana Mascardi, Marcel Mauri, Jörg P. Müller, John Thangarajah, Rafal Tyl, Yi Yang
2025 — conf
Scalable Fuzzy Neural Networks (SFNN) for Multi-Output Human Activity Recognition.
FUZZ
Zahra Ghorrati, Mohammad Mehdi Ebadzadeh, Ahmad Esmaeili, John A. Springer, Eric T. Matson
2024 J jnl
A Multi-Section Hierarchical Deep Neural Network Model for Time Series Classification: Applied to Wearable Sensor-Based Human Activity Recognition.
IEEE Access
Zahra Ghorrati, Ahmad Esmaeili, Eric T. Matson
2024 C conf
Fuzzy Q-Table Reinforcement Learning for continues State Spaces: A Case Study on Bitcoin Futures Trading.
CoDIT
Zahra Ghorrati, Kourosh Shahnazari, Ahmad Esmaeili, Eric T. Matson
2024 A conf
Holonic Learning: A Flexible Agent-based Distributed Machine Learning Framework.
AAMAS
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2024 J jnl
Holonic Learning: A Flexible Agent-based Distributed Machine Learning Framework.
CoRR
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2024 J jnl
Hybrid Algorithm Selection and Hyperparameter Tuning on Distribute Machine Learning Resources: Hierarchical Agent-based Approach.
ACM Trans. Internet Techn.
Ahmad Esmaeili, Julia Rayz, Eric Matson
2023 J jnl
Agent-Based Collaborative Random Search for Hyperparameter Tuning and Global Function Optimization.
Syst.
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2023 J jnl
Agent-based Collaborative Random Search for Hyper-parameter Tuning and Global Function Optimization.
CoRR
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2023 — conf
Distributed Agent-Based Collaborative Learning in Cross-Individual Wearable Sensor-Based Human Activity Recognition.
IRC
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2023 J jnl
Distributed Agent-Based Collaborative Learning in Cross-Individual Wearable Sensor-Based Human Activity Recognition.
CoRR
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2023 J jnl
Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach.
CoRR
Ahmad Esmaeili, Julia Taylor Rayz, Eric T. Matson
2022 Misc conf
Hierarchical Collaborative Hyper-Parameter Tuning.
PAAMS
Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson
2022 J jnl
Hierarchical Collaborative Hyper-parameter Tuning.
CoRR
Ahmad Esmaeili, Zahra Ghorrati, Eric Matson
2021 J jnl
HAMLET: A Hierarchical Agent-based Machine Learning Platform.
ACM Trans. Auton. Adapt. Syst.
Ahmad Esmaeili, John C. Gallagher, John A. Springer, Eric T. Matson
2020 J jnl
HAMLET: A Hierarchical Agent-based Machine Learning Platform.
CoRR
Ahmad Esmaeili, John C. Gallagher, John A. Springer, Eric T. Matson
2019 Misc conf
Towards Topological Analysis of Networked Holonic Multi-agent Systems.
PAAMS
Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson
2018 — conf
Multi-agent Cooperation Using Snow-Drift Evolutionary Game Model: Case Study in Foraging Task.
IRC
Ahmad Esmaeili, Zahra Ghorrati, Eric Matson
2017 J jnl
A socially-based distributed self-organizing algorithm for holonic multi-agent systems: Case study in a task environment.
Cogn. Syst. Res.
Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson
2016 J jnl
The impact of diversity on performance of holonic multi-agent systems.
Eng. Appl. Artif. Intell.
Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson
2015 — conf
Golf-Playing DARwIn-OP: A Theoretical Approach.
RiTA
Mauricio Gomez, Bakytgul Khaday, Adalberto Gonzalez, Ahmad Esmaeili, Eric T. Matson
2012 — conf
Holonification of a Network of Agents Based on Graph Theory.
KES-AMSTA
Monireh Abdoos, Ahmad Esmaeili, Nasser Mozayani
2010 J jnl
HoloJade: A Role Based Holonic Extension for JADE.
Int. J. Agent Technol. Syst.
Ahmad Esmaeili, Nasser Mozayani
2010 — conf
Improving Multi-agent Negotiations Using Multi-Objective PSO Algorithm.
KES-AMSTA (1)
Ahmad Esmaeili, Nasser Mozayani