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Journal Articles
- 2016
[j1]Benjamin S. Collyer, Colm Connaughton
, Duncan A. Lockerby:
Importance sampling variance reduction for the Fokker-Planck rarefied gas particle method. J. Comput. Phys. 325: 116-128 (2016)
Conference and Workshop Papers
- 2021
- [c6]Alvaro Cabrejas Egea, Colm Connaughton:
Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations. ITSC 2021: 2095-2102 - 2020
- [c5]Mohammad Noorbakhsh, Colm Connaughton, Francisco Aparecido Rodrigues:
Discovering Causal Factors of Drought in Ethiopia. CI 2020: 72-78 - [c4]Alvaro Cabrejas Egea, Colm Connaughton:
Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion. ITSC 2020: 1-7 - [c3]Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton:
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations. SMC 2020: 965-972 - 2018
- [c2]Alvaro Cabrejas Egea, Peter De-Ford, Colm Connaughton:
Estimating Baseline Travel Times for the UK Strategic Road Network. ITSC 2018: 531-536 - [c1]Kieran Kalair, Colm Connaughton:
Large Scale Performance Assessment of the Lighthill-Whitham-Richards Model on a Smart Motorway. ITSC 2018: 3718-3723
Informal and Other Publications
- 2023
- [i9]James Price, Colm Connaughton:
Distinguishing Risk Preferences using Repeated Gambles. CoRR abs/2308.07054 (2023) - [i8]Aruane M. Pineda, Paul Kent, Colm Connaughton, Francisco Aparecido Rodrigues:
Machine learning-based prediction of Q-voter model in complex networks. CoRR abs/2310.09131 (2023) - [i7]Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön:
Non-ergodicity in reinforcement learning: robustness via ergodicity transformations. CoRR abs/2310.11335 (2023) - 2022
- [i6]Kirstin Roster, Colm Connaughton, Francisco Aparecido Rodrigues:
Forecasting new diseases in low-data settings using transfer learning. CoRR abs/2204.05059 (2022) - 2020
- [i5]Alvaro Cabrejas Egea, Colm Connaughton:
Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion. CoRR abs/2006.13072 (2020) - [i4]Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton:
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations. CoRR abs/2008.11634 (2020) - [i3]Alvaro Cabrejas Egea, Colm Connaughton:
Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations. CoRR abs/2010.08819 (2020) - 2019
- [i2]Kieran Kalair, Colm Connaughton:
Empirical analysis of the variability in the flow-density relationship for smart motorways. CoRR abs/1903.05112 (2019) - [i1]Francisco Aparecido Rodrigues, Thomas K. D. M. Peron, Colm Connaughton, Jürgen Kurths, Yamir Moreno:
A machine learning approach to predicting dynamical observables from network structure. CoRR abs/1910.00544 (2019)
Coauthor Index
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