Kyriakos Polymenakos

According to our database, Kyriakos Polymenakos authored at least 7 papers between 2017 and 2021.

Collaborative distances:

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

2021

MAIN: Multihead-Attention Imputation Networks.

Spyridon Mouselinos, Kyriakos Polymenakos, Antonis Nikitakis, Konstantinos Kyriakopoulos

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Safe model based policy search.

Kyriakos Polymenakos

PhD thesis, 2020

SafePILCO: A Software Tool for Safe and Data-Efficient Policy Synthesis.

Kyriakos Polymenakos, Nikitas Rontsis, Alessandro Abate, Stephen J. Roberts

Proceedings of the Quantitative Evaluation of Systems - 17th International Conference, 2020

Safety Guarantees for Iterative Predictions with Gaussian Processes.

Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Safety Guarantees for Planning Based on Iterative Gaussian Processes.

Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts

CoRR, 2019

Safe Policy Search Using Gaussian Process Models.

Kyriakos Polymenakos, Alessandro Abate, Stephen J. Roberts

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2017

Safe Policy Search with Gaussian Process Models.

Kyriakos Polymenakos, Alessandro Abate, Stephen J. Roberts

CoRR, 2017