Georgios C. Chasparis

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 42

Top Topics

Reinforcement Learning

Industrial Processes

Learning Automata

Top Venues

Publications

Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance. Data Knowl. Eng. 149 (2024)
Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonzo Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva
Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies. CoRR (2024)
Aleksey Kychkin, Georgios C. Chasparis
AI-Powered Predictions for Electricity Load in Prosumer Communities. CoRR (2024)
Michael Mayr, Georgios C. Chasparis, Josef Küng
Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry. CoRR (2024)
Michael Mayr, Georgios C. Chasparis, Josef Küng
Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry. DaWaK (2024)
Lolitta Ammann, Jorge Martínez Gil, Michael Mayr, Georgios C. Chasparis
Automated Knowledge Graph Learning in Industrial Processes. CoRR (2024)
Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K. Ramasubramanian
Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach. CoRR (2024)
Sabrina Luftensteiner, Georgios C. Chasparis, Michael Mayr
Gathering Expert Knowledge in Process Industry. ISM (2023)
Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning. CoRR (2023)
Aleksey V. Kychkin, Georgios C. Chasparis, S. Ellero
Automated Cross Channel Temperature Predictions for the PFR Lime Kiln Operating Support. MED (2023)
Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces. CoRR (2023)
Manuela Geiß, Martin Baresch, Georgios C. Chasparis, Edwin Schweiger, Nico Teringl, Michael Zwick
Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing. CoRR (2022)
Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines. DaWaK (2022)
Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines. CoRR (2022)
Manuela Geiß, Martin Baresch, Georgios C. Chasparis, Edwin Schweiger, Nico Teringl, Michael Zwick
Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing. DEXA Workshops (2022)
Sabrina Luftensteiner, Michael Mayr, Georgios C. Chasparis
Filter-Based Feature Selection Methods for Industrial Sensor Data: A Review. DaWaK (2021)
Georgios C. Chasparis, Sabrina Luftensteiner, Michael Mayr
Generalized Input-Output Hidden-Markov-Models for Supervising Industrial Processes. ISM (2021)
Michael Mayr, Sabrina Luftensteiner, Georgios C. Chasparis
Abstracting Process Mining Event Logs From Process-State Data To Monitor Control-Flow Of Industrial Manufacturing Processes. ISM (2021)
Georgios C. Chasparis
Corrections to "Stochastic Stability of Perturbed Learning Automata in Positive-Utility Games". IEEE Trans. Autom. Control. 65 (4) (2020)
Georgios C. Chasparis, Michael Rossbory, Vladimir Janjic, Kevin Hammond
Learning-Based Dynamic Pinning of Parallelized Applications in Many-Core Systems. PDP (2019)
Georgios C. Chasparis
Stochastic Stability of Perturbed Learning Automata in Positive-Utility Games. IEEE Trans. Autom. Control. 64 (11) (2019)
Georgios C. Chasparis
Measurement-based efficient resource allocation with demand-side adjustments. Autom. 106 (2019)
Georgios C. Chasparis, Michael Rossbory
Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning. Int. J. Parallel Program. 47 (1) (2019)
Georgios C. Chasparis, Mario Pichler, Thomas Natschläger
A Demand-Response Framework in Balance Groups through Direct Battery-Storage Control. ECC (2019)
Georgios C. Chasparis, Mario Pichler, Johanna Spreitzhofer, Tara Esterl
A cooperative demand-response framework for day-ahead optimization in battery pools. Energy Inform. 2 (S1) (2019)
Georgios C. Chasparis
Aspiration-based Perturbed Learning Automata. CoRR (2018)
Mario Pichler, Marcus Meisel, Andrija Goranovic, Kurt Leonhartsberger, Georg Lettner, Georgios C. Chasparis, Heribert Vallant, Stefan Marksteiner, Hemma Bieser
Decentralized Energy Networks Based on Blockchain: Background, Overview and Concept Discussion. BIS (Workshops) (2018)
Georgios C. Chasparis
Aspiration-based Perturbed Learning Automata. ECC (2018)
Georgios C. Chasparis, Vladimir Janjic, Michael Rossbory, Kevin Hammond
Learning-based Dynamic Pinning of Parallelized Applications in Many-Core Systems. CoRR (2018)
Georgios C. Chasparis, Michael Rossbory, Verena Haunschmid
An Evolutionary Stochastic-Local-Search Framework for One-Dimensional Cutting-Stock Problems. CoRR (2017)
Georgios C. Chasparis
Stochastic Stability Analysis of Perturbed Learning Automata with Constant Step-Size in Strategic-Form Games. CoRR (2017)
Georgios C. Chasparis
Stochastic stability analysis of perturbed learning automata with constant step-size in strategic-form games. ACC (2017)
Georgios C. Chasparis
Measurement-based Efficient Resource Allocation with Demand-Side Adjustments. CoRR (2017)
Georgios C. Chasparis
Stochastic Stability of Reinforcement Learning in Positive-Utility Games. CoRR (2017)
Georgios C. Chasparis, Michael Rossbory, Vladimir Janjic
Efficient Dynamic Pinning of Parallelized Applications by Reinforcement Learning with Applications. Euro-Par (2017)
Georgios C. Chasparis, Thomas Natschläger
Supervisory Output Prediction for Bilinear Systems by Reinforcement Learning. CoRR (2016)
Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
Generalized Online Transfer Learning for Climate Control in Residential Buildings. CoRR (2016)
Georgios C. Chasparis, Michael Rossbory
Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning. CoRR (2016)
Georgios C. Chasparis, Martina Maggio, Enrico Bini, Karl-Erik Årzén
Design and implementation of distributed resource management for time-sensitive applications. Autom. 64 (2016)
Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
Online transfer learning for climate control in residential buildings. ECC (2016)
Georgios C. Chasparis, Thomas Natschläger
Regression Models for Output Prediction of Thermal Dynamics in Buildings. CoRR (2016)
Georgios C. Chasparis, Werner Zellinger, Verena Haunschmid, Markus Riedenbauer, Reinhard Stumptner
On the optimization of material usage in power transformer manufacturing. IEEE Conf. on Intelligent Systems (2016)
Georgios C. Chasparis
Reinforcement-learning-based efficient resource allocation with demand-side adjustments. ECC (2015)
Georgios C. Chasparis, Martina Maggio, Enrico Bini, Karl-Erik Årzén
Design and Implementation of Distributed Resource Management for Time Sensitive Applications. CoRR (2015)
Georgios C. Chasparis, Jeff S. Shamma, Anders Rantzer
Nonconvergence to saddle boundary points under perturbed reinforcement learning. Int. J. Game Theory 44 (3) (2015)
Jorge Martínez Gil, Georgios C. Chasparis, Andreas Bögl, Christa Illibauer, Bernhard Freudenthaler, Thomas Natschläger
Framework for Fast Prototyping of Energy-Saving Controllers. DEXA Workshops (2015)
Georgios C. Chasparis, Thomas Natschläger
Nonlinear system identification of thermal dynamics in buildings. ECC (2014)
Georgios C. Chasparis, Thomas Natschläger
Supervisory system identification for bilinear systems with application to thermal dynamics in buildings. ISIC (2014)
Jorge Martínez Gil, Georgios C. Chasparis, Bernhard Freudenthaler, Thomas Natschläger
Realistic User Behavior Modeling for Energy Saving in Residential Buildings. DEXA Workshops (2014)
Ibrahim Al-Shyoukh, Georgios C. Chasparis, Jeff S. Shamma
Coevolutionary modeling in network formation. GlobalSIP (2014)
Georgios C. Chasparis, Anders Rantzer, Kurt Jørnsten
A decomposition approach to multi-region optimal power flow in electricity networks. ECC (2013)
Georgios C. Chasparis, Jeff S. Shamma
Network Formation: Neighborhood Structures, Establishment Costs, and Distributed Learning. IEEE Trans. Cybern. 43 (6) (2013)
Martina Maggio, Enrico Bini, Georgios C. Chasparis, Karl-Erik Årzén
A Game-Theoretic Resource Manager for RT Applications. ECRTS (2013)
Georgios C. Chasparis, Martina Maggio, Karl-Erik Årzén, Enrico Bini
Distributed management of CPU resources for time-sensitive applications. ACC (2013)
Georgios C. Chasparis, Ari Arapostathis, Jeff S. Shamma
Aspiration Learning in Coordination Games. SIAM J. Control. Optim. 51 (1) (2013)
Georgios C. Chasparis, Ari Arapostathis, Jeff S. Shamma
Fair scheduling in common-pool games by aspiration learning. WiOpt (2012)
Georgios C. Chasparis, Jeff S. Shamma
Distributed Dynamic Reinforcement of Efficient Outcomes in Multiagent Coordination and Network Formation. Dyn. Games Appl. 2 (1) (2012)
Georgios C. Chasparis, Jeff S. Shamma, Anders Rantzer
Perturbed learning automata in potential games. CDC/ECC (2011)
Georgios C. Chasparis, Ari Arapostathis, Jeff S. Shamma
Aspiration Learning in Coordination Games CoRR (2011)
Georgios C. Chasparis, Jeff S. Shamma
Control of preferences in social networks. CDC (2010)
Georgios C. Chasparis, Jeff S. Shamma, Ari Arapostathis
Aspiration learning in coordination games. CDC (2010)
Georgios C. Chasparis, Jeff S. Shamma
Efficient network formation by distributed reinforcement. CDC (2008)
Georgios C. Chasparis, Jeff S. Shamma
Linear-programming-based multi-vehicle path planning with adversaries. ACC (2005)
Evangelos G. Papadopoulos, Georgios C. Chasparis
Analysis and model-based control of servomechanisms with friction. IROS (2002)