Christos N. Mavridis

CoRR, 2024

Constructive Function Approximation with Local Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd Mediterranean Conference on Control and Automation, 2024

State-Space Piece-Wise Affine System Identification with Online Deterministic Annealing.

[BibT_eX]

[DOI]

Aris Kanellopoulos

Proceedings of the European Control Conference, 2024

A Moving Target Defense Mechanism Based on Spatial Unpredictability for Wireless Communication.

[BibT_eX]

[DOI]

Aris Kanellopoulos

Ragnar Thobaben

Proceedings of the European Control Conference, 2024

2023

Online Deterministic Annealing for Classification and Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Annealing Optimization for Progressive Learning With Stochastic Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., May, 2023

Learning Swarm Interaction Dynamics From Density Evolution.

[BibT_eX]

[DOI]

Amoolya Tirumalai

IEEE Trans. Control. Netw. Syst., March, 2023

Explainable Learning with Hierarchical Online Deterministic Annealing.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Learning Agent Interactions from Density Evolution in 3D Regions With Obstacles.

[BibT_eX]

[DOI]

Amoolya Tirumalai

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Identification of Piecewise Affine Systems with Online Deterministic Annealing.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Exponential TD Learning: A Risk-Sensitive Actor-Critic Reinforcement Learning Algorithm.

[BibT_eX]

[DOI]

Erfaun Noorani

Proceedings of the American Control Conference, 2023

2022

Risk-Sensitive Reinforcement Learning with Exponential Criteria.

[BibT_eX]

[DOI]

Erfaun Noorani

CoRR, 2022

Multi-Resolution Online Deterministic Annealing: A Hierarchical and Progressive Learning Architecture.

[BibT_eX]

[DOI]

CoRR, 2022

Cooperative Multi-Lane Shock Wave Detection and Dissipation via Local Communication.

[BibT_eX]

[DOI]

Nilesh Suriyarachchi

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Risk Sensitivity and Entropy Regularization in Prototype-based Learning.

[BibT_eX]

[DOI]

Erfaun Noorani

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Cooperative Bidirectional Mixed-Traffic Overtaking.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Sparse Gaussian Process Regression using Progressively Growing Learning Representations.

[BibT_eX]

[DOI]

George P. Kontoudis

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Vehicle Overtaking in a Bidirectional Mixed-Traffic Setting.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

Learning Latent Representations and Intrinsic Laws of Complex Systems.

[BibT_eX]

[DOI]

PhD thesis, 2021

Social Capital, Communication Channels and Opinion Formation.

[BibT_eX]

[DOI]

Nikolas Tsakas

Soc. Choice Welf., 2021

Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-linear Poisson-mediated Flocking in a Cucker-Smale Model.

[BibT_eX]

[DOI]

CoRR, 2021

Real-Time Priority-Based Cooperative Highway Merging for Heterogeneous Autonomous Traffic.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Maximum-Entropy Progressive State Aggregation for Reinforcement Learning.

[BibT_eX]

[DOI]

Nilesh Suriyarachchi

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Progressive Graph Partitioning Based on Information Diffusion.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Vector Quantization for Adaptive State Aggregation in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 American Control Conference, 2021

2020

A Human-Robot Interface based on Surface Electroencephalographic Sensors.

[BibT_eX]

[DOI]

Kostas J. Kyriakopoulos

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Detection of Dynamically Changing Leaders in Complex Swarms from Observed Dynamic Data.

[BibT_eX]

[DOI]

Nilesh Suriyarachchi

Proceedings of the Decision and Game Theory for Security - 11th International Conference, 2020

Learning Interaction Dynamics from Particle Trajectories and Density Evolution.

[BibT_eX]

[DOI]

Amoolya Tirumalai

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

2019

Robot Navigation Under MITL Constraints Using Time-Dependent Vector Field Based Control.

[BibT_eX]

[DOI]

Constantinos Vrohidis

Kostas J. Kyriakopoulos

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Inferring Particle Interaction Physical Models and Their Dynamical Properties.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Polling in a proportional representation system.

[BibT_eX]

[DOI]

Ignacio Ortuño-Ortin

Soc. Choice Welf., 2018

Human-Robot Collaboration based on Robust Motion Intention Estimation with Prescribed Performance.

[BibT_eX]

[DOI]