Fouad Bahrpeyma

According to our database, Fouad Bahrpeyma authored at least 15 papers between 2015 and 2024.

Collaborative distances:

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

2024

Positioning Stabilization With Reinforcement Learning for Multi-Step Robot Positioning Tasks in Nvidia Omniverse.

Abishek Sunilkumar, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the 22nd IEEE International Conference on Industrial Informatics, 2024

Application of Inhomogeneous QMIX in Various Architectures to Solve Dynamic Scheduling in Manufacturing Environments.

David Heik, Alexander Böhm, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the 22nd IEEE International Conference on Industrial Informatics, 2024

2023

Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Intelligent Systems and Applications, 2023

An end to end workflow for synthetic data generation for robust object detection^*.

Johannes Metzler, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022

A review of the applications of multi-agent reinforcement learning in smart factories.

Fouad Bahrpeyma, Dirk Reichelt

Frontiers Robotics AI, 2022

Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

A Concept for QoS Management in SOA-Based SoS Architectures.

Ingolf Gehrhardt, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

An Application of Reinforcement Learning in Industrial Cyber-Physical Systems.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Short Paper Proceedings of the 4th Workshop on Artificial Intelligence and Formal Verification, 2022

2018

Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches.

Fouad Bahrpeyma, Mark Roantree, Andrew McCarren

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

2017

Multi-Resolution Forecast Aggregation for Time Series in Agri Datasets.

Fouad Bahrpeyma, Mark Roantree, Andrew McCarren

Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

2016

Active fuzzy modeling for estimating problems in hydrocarbon reservoirs.

Mehdi Fasanghari, Fouad Bahrpeyma, Fariborz Jolai

Neural Comput. Appl., 2016

A bipolar resource management framework for resource provisioning in Cloud's virtualized environment.

Fouad Bahrpeyma, Hassan Haghighi, Ali Zakerolhosseini

Appl. Soft Comput., 2016

2015

An adaptive RL based approach for dynamic resource provisioning in Cloud virtualized data centers.

Fouad Bahrpeyma, Hassan Haghighi, Ali Zakerolhosseini

Computing, 2015

Using IDS fitted Q to develop a real-time adaptive controller for dynamic resource provisioning in Cloud's virtualized environment.

Fouad Bahrpeyma, Ali Zakerolhosseini, Hassan Haghighi

Appl. Soft Comput., 2015