Georgios D. Kontes

According to our database, Georgios D. Kontes authored at least 16 papers between 2007 and 2025.

Collaborative distances:

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

2025

Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML.

Mark Deutel, Georgios D. Kontes, Christopher Mutschler, Jürgen Teich

ACM Trans. Evol. Learn. Optim., September, 2025

Position Paper: Rethinking AI/ML for Air Interface in Wireless Networks.

Georgios D. Kontes, Diomidis S. Michalopoulos, Birendra Ghimire, Christopher Mutschler

CoRR, June, 2025

Benchmarking Quantum Reinforcement Learning.

Nico Meyer, Christian Ufrecht, George Yammine, Georgios D. Kontes, Christopher Mutschler, Daniel D. Scherer

CoRR, January, 2025

2024

Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML (Code).

Mark Deutel, Georgios D. Kontes, Christopher Mutschler, Jürgen Teich

Dataset, October, 2024

5G Positioning Advancements with AI/ML.

Mohammad Alawieh, Georgios D. Kontes

CoRR, 2024

2023

C-MCTS: Safe Planning with Monte Carlo Tree Search.

Dinesh Parthasarathy, Georgios D. Kontes, Axel Plinge, Christopher Mutschler

CoRR, 2023

Augmented Random Search for Multi-Objective Bayesian Optimization of Neural Networks.

Mark Deutel, Georgios D. Kontes, Christopher Mutschler, Jürgen Teich

CoRR, 2023

Efficient Beam Search for Initial Access Using Collaborative Filtering.

George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

2022

Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving.

Sebastian Rietsch, Shih-Yuan Huang, Georgios D. Kontes, Axel Plinge, Christopher Mutschler

CoRR, 2022

2021

Can You Trust Your Autonomous Car? Interpretable and Verifiably Safe Reinforcement Learning.

Lukas M. Schmidt, Georgios D. Kontes, Axel Plinge, Christopher Mutschler

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020

High-Speed Collision Avoidance using Deep Reinforcement Learning and Domain Randomization for Autonomous Vehicles.

Georgios D. Kontes, Daniel D. Scherer, Tim Nisslbeck, Janina Fischer, Christopher Mutschler

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2016

Sense-Think-Act Framework for Intelligent Building Energy Management.

K. I. Katsigarakis, Georgios D. Kontes, Georgios I. Giannakis, Dimitrios Rovas

Comput. Aided Civ. Infrastructure Eng., 2016

2012

Adaptive-fine tuning of building energy management systems using co-simulation.

Georgios D. Kontes, Georgios I. Giannakis, Elias B. Kosmatopoulos, Dimitrios Rovas

Proceedings of the IEEE International Conference on Control Applications, 2012

2011

Simulation-assisted building energy performance improvement using sensible control decisions.

Martin Felix Pichler, Angela Dröscher, Hermann Schranzhofer, Georgios D. Kontes, Georgios I. Giannakis, Elias B. Kosmatopoulos, Dimitrios Rovas

Proceedings of the BuildSys 2011, 2011

2009

Learning model-free robot control by a Monte Carlo EM algorithm.

Nikos Vlassis, Marc Toussaint, Georgios D. Kontes, Savas Piperidis

Auton. Robots, 2009

2007

Coordinated Team Play in the Four-Legged RoboCup League.

Georgios D. Kontes, Michail G. Lagoudakis

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007