158 citations · 183 across the 14 of their papers we have counts for
3 papers · 1 filter
Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers
George Vouros, George Papadopoulos, Alevizos Bastas +2
Dense and complex air traffic scenarios require higher levels of automation than those exhibited by tactical conflict detection and resolution (CD\&R) tools that air traffic contro…
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods
Theocharis Kravaris, Christos Spatharis, Alevizos Bastas +5
In this article, we report on the efficiency and effectiveness of multiagent reinforcement learning methods (MARL) for the computation of flight delays to resolve congestion proble…
The Emergence of Norms via Contextual Agreements in Open Societies
George Vouros
This paper explores the emergence of norms in agents' societies when agents play multiple -even incompatible- roles in their social contexts simultaneously, and have limited intera…