Ahmad Esmaeili

According to our database, Ahmad Esmaeili authored at least 17 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Multi-Section Hierarchical Deep Neural Network Model for Time Series Classification: Applied to Wearable Sensor-Based Human Activity Recognition.

Zahra Ghorrati, Ahmad Esmaeili, Eric T. Matson

IEEE Access, 2024

Fuzzy Q-Table Reinforcement Learning for continues State Spaces: A Case Study on Bitcoin Futures Trading.

Zahra Ghorrati, Kourosh Shahnazari, Ahmad Esmaeili, Eric T. Matson

Proceedings of the 10th International Conference on Control, 2024

Holonic Learning: A Flexible Agent-based Distributed Machine Learning Framework.

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Agent-Based Collaborative Random Search for Hyperparameter Tuning and Global Function Optimization.

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

Syst., May, 2023

Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach.

Ahmad Esmaeili, Julia Taylor Rayz, Eric T. Matson

CoRR, 2023

Agent-based Collaborative Random Search for Hyper-parameter Tuning and Global Function Optimization.

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

CoRR, 2023

Distributed Agent-Based Collaborative Learning in Cross-Individual Wearable Sensor-Based Human Activity Recognition.

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

Proceedings of the Seventh IEEE International Conference on Robotic Computing, 2023

2022

Hierarchical Collaborative Hyper-Parameter Tuning.

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

2021

HAMLET: A Hierarchical Agent-based Machine Learning Platform.

Ahmad Esmaeili, John C. Gallagher, John A. Springer, Eric T. Matson

ACM Trans. Auton. Adapt. Syst., December, 2021

2019

Towards Topological Analysis of Networked Holonic Multi-agent Systems.

Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson

Proceedings of the Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection, 2019

2018

Multi-agent Cooperation Using Snow-Drift Evolutionary Game Model: Case Study in Foraging Task.

Ahmad Esmaeili, Zahra Ghorrati, Eric Matson

Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

2017

A socially-based distributed self-organizing algorithm for holonic multi-agent systems: Case study in a task environment.

Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson

Cogn. Syst. Res., 2017

2016

The impact of diversity on performance of holonic multi-agent systems.

Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson

Eng. Appl. Artif. Intell., 2016

2015

Golf-Playing DARwIn-OP: A Theoretical Approach.

Mauricio Gomez, Bakytgul Khaday, Adalberto Gonzalez, Ahmad Esmaeili, Eric T. Matson

Proceedings of the Robot Intelligence Technology and Applications 4, 2015

2012

Holonification of a Network of Agents Based on Graph Theory.

Monireh Abdoos, Ahmad Esmaeili, Nasser Mozayani

Proceedings of the Agent and Multi-Agent Systems. Technologies and Applications, 2012

2010

HoloJade: A Role Based Holonic Extension for JADE.

Ahmad Esmaeili, Nasser Mozayani

Int. J. Agent Technol. Syst., 2010

Improving Multi-agent Negotiations Using Multi-Objective PSO Algorithm.

Ahmad Esmaeili, Nasser Mozayani

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010