Panagiotis D. Paraschos

Reinforcement learning for combined production-maintenance and quality control of a manufacturing system with deterioration failures

Panagiotis D. Paraschos, Georgios K. Koulinas, Dimitrios E. Koulouriotis, 2020 .

A Decision Trees-based knowledge mining approach for controlling a complex production system

Panagiotis D. Paraschos, Georgios K. Koulinas, Dimitrios E. Koulouriotis, 2020 .

Game Difficulty Adaptation and Experience Personalization: A Literature Review

Panagiotis D. Paraschos, D. Koulouriotis, 2022, Int. J. Hum. Comput. Interact..

Machine learning integrated design and operation management for resilient circular manufacturing systems

Panagiotis D. Paraschos, D. Koulouriotis, G. Koulinas, 2022, Comput. Ind. Eng..

Reinforcement Learning-Based Optimization for Sustainable and Lean Production within the Context of Industry 4.0

Panagiotis D. Paraschos, D. Koulouriotis, G. Koulinas, 2024, Algorithms.

A reinforcement learning/ad-hoc planning and scheduling mechanism for flexible and sustainable manufacturing systems

Panagiotis D. Paraschos, D. Koulouriotis, G. Koulinas, 2023, Flexible Services and Manufacturing Journal.

A machine learning-based framework for data mining and optimization of a production system

Panagiotis D. Paraschos, D. Koulouriotis, G. Koulinas, 2021, Procedia Manufacturing.

Parametric and reinforcement learning control for degrading multi-stage systems

Panagiotis D. Paraschos, D. Koulouriotis, G. Koulinas, 2021, Procedia Manufacturing.