Colm Connaughton

According to our database, Colm Connaughton authored at least 13 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Non-ergodicity in reinforcement learning: robustness via ergodicity transformations.

Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön

CoRR, 2023

Machine learning-based prediction of Q-voter model in complex networks.

Aruane M. Pineda, Paul Kent, Colm Connaughton, Francisco Aparecido Rodrigues

CoRR, 2023

Distinguishing Risk Preferences using Repeated Gambles.

James Price, Colm Connaughton

CoRR, 2023

2022

Forecasting new diseases in low-data settings using transfer learning.

Kirstin Roster, Colm Connaughton, Francisco Aparecido Rodrigues

CoRR, 2022

2021

Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations.

Alvaro Cabrejas Egea, Colm Connaughton

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations.

Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion.

Alvaro Cabrejas Egea, Colm Connaughton

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Discovering Causal Factors of Drought in Ethiopia.

Mohammad Noorbakhsh, Colm Connaughton, Francisco Aparecido Rodrigues

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2019

A machine learning approach to predicting dynamical observables from network structure.

Francisco Aparecido Rodrigues, Thomas K. D. M. Peron, Colm Connaughton, Jürgen Kurths, Yamir Moreno

CoRR, 2019

Empirical analysis of the variability in the flow-density relationship for smart motorways.

Kieran Kalair, Colm Connaughton

CoRR, 2019

2018

Large Scale Performance Assessment of the Lighthill-Whitham-Richards Model on a Smart Motorway.

Kieran Kalair, Colm Connaughton

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Estimating Baseline Travel Times for the UK Strategic Road Network.

Alvaro Cabrejas Egea, Peter De-Ford, Colm Connaughton

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2016

Importance sampling variance reduction for the Fokker-Planck rarefied gas particle method.

Benjamin S. Collyer, Colm Connaughton, Duncan A. Lockerby

J. Comput. Phys., 2016