activity
20202026
most citedOnline Learning With Adaptive Rebalancing in Nonstationary Environments

51 citations · 300 across the 23 of their papers we have counts for

collaborators
Showing 2024Show all

5 papers · 1 filter

cs.RO2024★ 7 cited

Automated Real-Time Inspection in Indoor and Outdoor 3D Environments with Cooperative Aerial Robots

Andreas Anastasiou, Angelos Zacharia, Savvas Papaioannou +3

This work introduces a cooperative inspection system designed to efficiently control and coordinate a team of distributed heterogeneous UAV agents for the inspection of 3D structur…

eess.SY2024★ 4 cited

Hierarchical Fault-Tolerant Coverage Control for an Autonomous Aerial Agent

Savvas Papaioannou, Christian Vitale, Panayiotis Kolios +2

Fault-tolerant coverage control involves determining a trajectory that enables an autonomous agent to cover specific points of interest, even in the presence of actuation and/or se…

cs.LG2024★ 3 cited

Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification

Kleanthis Malialis, Jin Li, Christos G. Panayiotou +1

Data stream mining aims at extracting meaningful knowledge from continually evolving data streams, addressing the challenges posed by nonstationary environments, particularly, conc…

cs.AI2024★ 6 cited

Synergising Human-like Responses and Machine Intelligence for Planning in Disaster Response

Savvas Papaioannou, Panayiotis Kolios, Christos G. Panayiotou +1

In the rapidly changing environments of disaster response, planning and decision-making for autonomous agents involve complex and interdependent choices. Although recent advancemen…

cs.RO2024★ 7 cited

Cooperative Receding Horizon 3D Coverage Control with a Team of Networked Aerial Agents

Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides +2

This work proposes a receding horizon coverage control approach which allows multiple autonomous aerial agents to work cooperatively in order cover the total surface area of a 3D o…