no code implementations • 20 Mar 2024 • Abigail Langbridge, Anthony Quinn, Robert Shorten
With the advent of the AI Act and other regulations, there is now an urgent need for algorithms that repair unfairness in training data.
no code implementations • 19 Dec 2022 • Sarah Boufelja Y., Anthony Quinn, Martin Corless, Robert Shorten
The goal of this paper is to introduce a new theoretical framework for Optimal Transport (OT), using the terminology and techniques of Fully Probabilistic Design (FPD).
no code implementations • 3 Sep 2022 • Quan Zhou, Ramen Ghosh, Robert Shorten, Jakub Marecek
In a closed-loop view of the AI system and its users, the equal treatment concerns one pass through the loop.
no code implementations • 28 Jun 2022 • Roman Overko, Rodrigo Ordóñez-Hurtado, Sergiy Zhuk, Robert Shorten
In this paper, we describe an approach to guide drivers searching for a parking space (PS).
no code implementations • 25 Apr 2022 • Pietro Ferraro, Andreas Penzkofer, Christopher King, Robert Shorten
In this paper we present a feedback approach to the design of an attack mitigation policy for DAG-based Distributed Ledgers.
1 code implementation • 15 Mar 2021 • Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk, Christopher King, Djallel Bouneffouf, Andrew Cullen, Robert Shorten
In some cases, the environment is not influenced by the actions of the RL agent, in which case the problem can be modeled as a contextual multi-armed bandit and lightweight myopic algorithms can be employed.
no code implementations • 21 Oct 2020 • Ammar Malik, Hugo Lhachemi, Robert Shorten
I-nteract is a cyber-physical system that enables real-time interaction with both virtual and real artifacts to design 3D models for additive manufacturing by leveraging on mixed reality technologies.
no code implementations • 23 Sep 2019 • Kay Massow, Ilja Radusch, Robert Shorten
While constant distance headway (CDH) spacing policies provide superior potential to increase traffic capacity than CTH, a major drawback is a smaller safety margin at high velocities and string stability cannot be achieved using a one-vehicle look-ahead communication.
no code implementations • 16 May 2019 • Roman Overko, Rodrigo H. Ordonez-Hurtado, Sergiy Zhuk, Pietro Ferraro, Andrew Cullen, Robert Shorten
We introduce a permissioned distributed ledger technology (DLT) design for crowdsourced smart mobility applications.
Cryptography and Security
no code implementations • 31 Aug 2018 • Jonathan P. Epperlein, Julien Monteil, Ming-ming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
We present here a general framework and a specific algorithm for predicting the destination, route, or more generally a pattern, of an ongoing journey, building on the recent work of [Y. Lassoued, J. Monteil, Y. Gu, G. Russo, R. Shorten, and M. Mevissen, "Hidden Markov model for route and destination prediction," in IEEE International Conference on Intelligent Transportation Systems, 2017].
no code implementations • 25 Jan 2016 • Jakub Marecek, Robert Shorten, Jia Yuan Yu
For vehicle sharing schemes, where drop-off positions are not fixed, we propose a pricing scheme, where the price depends in part on the distance between where a vehicle is being dropped off and where the closest shared vehicle is parked.
no code implementations • 9 Apr 2014 • Jakub Marecek, Robert Shorten, Jia Yuan Yu
A central authority has up-to-date knowledge of the congestion across all resources and uses randomisation to provide a scalar or an interval for each resource at each time.