Fouad Bahrpeyma

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Algorithmic Approaches

Manufacturing Systems

Top Venues

Appl. Soft Comput.

Publications

Johannes Metzler, Fouad Bahrpeyma, Dirk Reichelt
. INDIN (2023)
David Heik, Fouad Bahrpeyma, Dirk Reichelt
Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems. LOD (2) (2023)
David Heik, Fouad Bahrpeyma, Dirk Reichelt
Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques. ISDA (3) (2022)
Fouad Bahrpeyma, Dirk Reichelt
A review of the applications of multi-agent reinforcement learning in smart factories. Future Internet 9 (2022)
Ingolf Gehrhardt, Fouad Bahrpeyma, Dirk Reichelt
A Concept for QoS Management in SOA-Based SoS Architectures. ISDA (1) (2022)
Fouad Bahrpeyma, Dirk Reichelt
A review of the applications of multi-agent reinforcement learning in smart factories. Frontiers Robotics AI 9 (2022)
David Heik, Fouad Bahrpeyma, Dirk Reichelt
An Application of Reinforcement Learning in Industrial Cyber-Physical Systems. OVERLAY@AI*IA (2022)
Fouad Bahrpeyma, Mark Roantree, Andrew McCarren
Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches. DaWaK (2018)
Fouad Bahrpeyma, Mark Roantree, Andrew McCarren
Multi-Resolution Forecast Aggregation for Time Series in Agri Datasets. AICS (2017)
Mehdi Fasanghari, Fouad Bahrpeyma, Fariborz Jolai
Active fuzzy modeling for estimating problems in hydrocarbon reservoirs. Neural Comput. Appl. 27 (7) (2016)
Fouad Bahrpeyma, Hassan Haghighi, Ali Zakerolhosseini
A bipolar resource management framework for resource provisioning in Cloud's virtualized environment. Appl. Soft Comput. 46 (2016)
Fouad Bahrpeyma, Hassan Haghighi, Ali Zakerolhosseini
An adaptive RL based approach for dynamic resource provisioning in Cloud virtualized data centers. Computing 97 (12) (2015)
Fouad Bahrpeyma, Ali Zakerolhosseini, Hassan Haghighi
Using IDS fitted Q to develop a real-time adaptive controller for dynamic resource provisioning in Cloud's virtualized environment. Appl. Soft Comput. 26 (2015)