118 citations · 381 across the 21 of their papers we have counts for
6 papers · 1 filter
Driving Reinforcement Learning with Models
Meghana Rathi, Pietro Ferraro, Giovanni Russo
In this paper we propose a new approach to complement reinforcement learning (RL) with model-based control (in particular, Model Predictive Control - MPC). We introduce an algorith…
On DICE-free Smart Cities, Particulate Matter, and Feedback-Enabled Access Control
Panagiota Katsikouli, Pietro Ferraro, David Timoney +1
The link between transport related emissions and human health is a major issue for city municipalities worldwide. PM emissions from exhaust and non-exhaust sources are one of the m…
Spatial Positioning Token (SPToken) for Smart Mobility
Roman Overko, Rodrigo H. Ordonez-Hurtado, Sergiy Zhuk +3
We introduce a permissioned distributed ledger technology (DLT) design for crowdsourced smart mobility applications. This architecture is based on a directed acyclic graph architec…
Distributed Ledger Technology for IoT: Parasite Chain Attacks
Andrew Cullen, Pietro Ferraro, Christopher King +1
Directed Acyclic Graph (DAG) based Distributed Ledgers can be useful in a number of applications in the IoT domain. A distributed ledger should serve as an immutable and irreversib…
Distributed Ledger Technology for Smart Mobility: Variable Delay Models
Andrew Cullen, Pietro Ferraro, Christopher King +1
Recently, Directed Acyclic Graph (DAG) based Distributed Ledgers have been proposed for various applications in the smart mobility domain [1]. While many application studies have b…
IOTA-based Directed Acyclic Graphs without Orphans
Pietro Ferraro, Christopher King, Robert Shorten
Directed Acylic Graphs (DAGs) are emerging as an attractive alternative to traditional blockchain architectures for distributed ledger technology (DLT). In particular DAG ledgers w…