| Oct 16, 2025 |
ODA PyPI Package is out!
Online Deterministic Annealing algorithm version 1.0.1 |
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| Oct 1, 2025 |
IEEE Transactions of Automatic Control (TAC)
Paper accepted for publication: "Real-time Switched System Identification with Online Deterministic Annealing". |
| Sep 30, 2025 |
VINNOVA Research Project Granted!
Two-year research grant: VINNOVA 6G - International Research and Innovation Cooperation 2025. Topic: "Trustworthy 6G Positioning in Complex Environments: A Data-Driven Approach" |
| Jun 26, 2025 |
You are welcome to join our Tutorial Session at ECC 2025
Title: "Homotopy Optimization and Hybrid Learning for Inference and Control" |
| Jun 18, 2025 |
Invited talk at Politecnico di Milano (PoliMi)
Title: "Real-Time Hybrid System Identification and Learning-based Control" |
| Mar 24, 2025 |
ECC 2025, Thessaloniki, Greece
Paper Accepted: "Hybrid Learning for Model Predictive Control Approximation". Tutorial Proposal Accepted: "Homotopy Optimization and Hybrid Learning for Inference and Control". |
| Nov 15, 2024 |
MSc Thesis Project Available
Looking for a motivated candidate for an MSc thesis project on “AI Decision Making for Networked Robotics” with KTH DCS and the Cyber-Physical systems team from Ericsson Research. For more information please visit KTH RPL Thesis Proposals. |
| Jul 24, 2024 |
CDC 2024, Milan, Italy
Paper Accepted: "Switching Control for Identification Deception in Cyber-Physical Systems". I will be presenting it in December 2024. |
| Jun 17, 2024 |
Invited talk at ATHENA Research Center
Title: "Real-time Hybrid System Identification for CPS Security and Control" |
| May 6, 2024 |
Invited talk at Uppsala University
Title: "Real-time Hybrid System Identification for CPS Security and Control" |
| Apr 11, 2024 |
MED 2024, Chania, Crete, Greece
Paper Accepted: "Constructive Function Approximation with Local Models". I will be presenting it in June 2024. |
| Apr 3, 2024 |
ECC 2024, Stockholm, Sweden
Paper Accepted: "A Moving Target Defense Mechanism Based on Spatial Unpredictability for Wireless Communication". |
| Apr 3, 2024 |
ECC 2024, Stockholm, Sweden
Paper Accepted: "State-Space Piece-Wise Affine System Identification with Online Deterministic Annealing". I will be presenting it in June 2024. |
| Feb 22, 2024 |
Digital Futures Young Scientist Conference 2024, Stockholm, Sweden
Keynote Speaker Chair. Thank you for attending the first edition of the DF YSC Conference. |
| Jan 1, 2024 |
Starting 2-year Project funded from SSF (Swedish Foundation for Strategic Research)
PI: Christos Mavridis. Collaboration with KTH and Ericsson AB. Topic: "Hierarchical Communication-Aware Motion Planning" |
| Jul 1, 2023 |
CDC 2023, Marina Bay Sands, Singapore
Paper Accepted: "Learning Agent Interactions from Density Evolution in 3D Regions With Obstacles". |
| Jul 1, 2023 |
CDC 2023, Marina Bay Sands, Singapore
Paper Accepted: "Identification of Piecewise Affine Systems with Online Deterministic Annealing". I will be presenting it in December 2023. |
| Jun 1, 2023 |
ECML-PKDD 2023, Turin, Italy
Paper Accepted: "Explainable Learning with Hierarchical Online Deterministic Annealing". I will be presenting it in September 2023. |
| Apr 20, 2023 |
Invited talk at IMDEA Software Institute, Madrid
Title: "Progressive Learning for Inference, Verification, and Control of Cyber-Physical Systems" |
| Apr 10, 2023 |
IFAC World Congress 2023, Yokohama, Japan
Paper Accepted: "Attack Identification for Cyber-Physical Security in Dynamic Games under Cognitive Hierarchy". I will be presenting it in July 2023. |
| Apr 10, 2023 |
ACC 2023, San Diego, CA
Paper Accepted: "Exponential TD Learning: A Risk-Sensitive Actor-Critic Reinforcement Learning Algorithm". |
| Jan 19, 2023 |
Invited talk at ECE, RPI
Title: "Progressive Learning for Inference and Control of Cyber-Physical Systems" |
| Dec 1, 2022 |
IEEE Transactions of Automatic Control (TAC)
Paper Published: "Annealing Optimization for Progressive Learning with Stochastic Approximation". |
| Oct 1, 2022 |
Invited talk at MINDS, Johns Hopkins
Title: "Online Deterministic Annealing: Learning for Cyber-Physical Systems" |
| Oct 1, 2022 |
Invited talk at KTH, Stockholm
Title: "Progressive Learning for Inference and Control in Cyber-Physical Systems" |
| Apr 1, 2022 |
Invited talk at ESE, UPenn
Title: "Dynamic Learning for Intelligent Autonomous Systems". |
| Apr 1, 2022 |
IEEE Transactions on Control of Network Systems (TCNS)
Paper Published: "Learning Swarm Interaction Dynamics from Density Evolution". |
| Feb 1, 2022 |
Invited talk at ECE, Rutgers
Title: "Dynamic Learning for Intelligent Autonomous Systems". |
| Jan 1, 2022 |
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Paper Published: "Online Deterministic Annealing for Classification and Clustering". |
| Nov 1, 2021 |
Patent No.: US 11,188,617 B2 has been issued
Title: "Method and network node for internet-of-things (IoT) feature selection for storage and computation". |
| Sep 22, 2021 |
Best Student Paper Award (1st place)
Title: "Real-time priority-based cooperative highway merging for heterogeneous autonomous traffic" 24th IEEE International Conference on Intelligent Transportation Systems ITSC 2021 |