A Sparse Probabilistic Model of User Preference Data. - Matthew Smith 014; Laurent Charlin; Joelle Pineau (Canadian AI, 2017)

An Inference-Based Policy Gradient Method for Learning Options. - Matthew J. A. Smith; Herke van Hoof; Joelle Pineau (ICML, 2018)

Learning Skills Diverse in Value-Relevant Features. - Matthew J. A. Smith; Jelena Luketina; Kristian Hartikainen; Maximilian Igl; Shimon Whiteson (CoLLAs, 2022)

Why Target Networks Stabilise Temporal Difference Methods. - Mattie Fellows; Matthew J. A. Smith; Shimon Whiteson (ICML, 2023)