Colm Connaughton

Researcher, London Mathematical Laboratory

Full Professor, University of Warwick

Joined

May 2023

Names

Colm Connaughton (Preferred)

Emails

****@lml.org.uk (Confirmed)

Personal Links

Career & Education History

Researcher

London Mathematical Laboratory (lml.org.uk)

2019 – Present

Full Professor

University of Warwick (warwick.ac.uk)

2008 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- EWRL 2025 Poster
- Readers: Everyone
Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- Accepted by TMLR
- Readers: Everyone
Non-ergodicity in reinforcement learning: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- FoRLaC Poster
- Readers: Everyone
Non-ergodicity in reinforcement learning: robustness via ergodic transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- Submitted to ICLR 2024
- Readers: Everyone
Forecasting new diseases in low-data settings using transfer learning
Kirstin Roster, Colm Connaughton, Francisco Aparecido Rodrigues
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations
Alvaro Cabrejas Egea, Colm Connaughton
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- ITSC 2021
- Readers: Everyone
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations
Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton
- Published: 01 Jan 2020, Last Modified: 17 May 2023
- SMC 2020
- Readers: Everyone
Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion
Alvaro Cabrejas Egea, Colm Connaughton
- Published: 01 Jan 2020, Last Modified: 17 May 2023
- ITSC 2020
- Readers: Everyone
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations
Alvaro Cabrejas Egea, Shaun Howell, Maksis Knutins, Colm Connaughton
- Published: 01 Jan 2020, Last Modified: 17 May 2023
- CoRR 2020
- Readers: Everyone
Discovering Causal Factors of Drought in Ethiopia
Mohammad Noorbakhsh, Colm Connaughton, Francisco Aparecido Rodrigues
- Published: 01 Jan 2020, Last Modified: 17 May 2023
- CI 2020
- Readers: Everyone

View all 17 publications