Colm Connaughton

17 papers B 1Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations. Trans. Mach. Learn. Res. Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
2023	J	`jnl`	Distinguishing Risk Preferences using Repeated Gambles. CoRR James Price, Colm Connaughton
2023	J	`jnl`	Machine learning-based prediction of Q-voter model in complex networks. CoRR Aruane M. Pineda, Paul Kent, Colm Connaughton, Francisco Aparecido Rodrigues
2023	J	`jnl`	Non-ergodicity in reinforcement learning: robustness via ergodicity transformations. CoRR Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
2022	J	`jnl`	Forecasting new diseases in low-data settings using transfer learning. CoRR Kirstin Roster, Colm Connaughton, Francisco Aparecido Rodrigues
2021	—	`conf`	Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations. ITSC Alvaro Cabrejas Egea, Colm Connaughton
2020	B	`conf`	Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations. SMC Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton
2020	J	`jnl`	Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations. CoRR Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton
2020	J	`jnl`	Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations. CoRR Alvaro Cabrejas Egea, Colm Connaughton
2020	—	`conf`	Discovering Causal Factors of Drought in Ethiopia. CI Mohammad Noorbakhsh, Colm Connaughton, Francisco Aparecido Rodrigues
2020	—	`conf`	Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion. ITSC Alvaro Cabrejas Egea, Colm Connaughton
2020	J	`jnl`	Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion. CoRR Alvaro Cabrejas Egea, Colm Connaughton
2019	J	`jnl`	A machine learning approach to predicting dynamical observables from network structure. CoRR Francisco Aparecido Rodrigues, Thomas K. D. M. Peron, Colm Connaughton, Jürgen Kurths, Yamir Moreno
2019	J	`jnl`	Empirical analysis of the variability in the flow-density relationship for smart motorways. CoRR Kieran Kalair, Colm Connaughton
2018	—	`conf`	Estimating Baseline Travel Times for the UK Strategic Road Network. ITSC Alvaro Cabrejas Egea, Peter De-Ford, Colm Connaughton
2018	—	`conf`	Large Scale Performance Assessment of the Lighthill-Whitham-Richards Model on a Smart Motorway. ITSC Kieran Kalair, Colm Connaughton
2016	J	`jnl`	Importance sampling variance reduction for the Fokker-Planck rarefied gas particle method. J. Comput. Phys. Benjamin S. Collyer, Colm Connaughton, Duncan A. Lockerby