Temporally Folded Convolutional Neural Networks for Sequence Forecasting. - Matthias Weissenbacher (CoRR, 2020)

A Quadratic Actor Network for Model-Free Reinforcement Learning. - Matthias Weissenbacher; Yoshinobu Kawahara (CoRR, 2021)

Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics. - Matthias Weissenbacher; Samarth Sinha; Animesh Garg; Yoshinobu Kawahara (ICML, 2022)

SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning. - Matthias Weissenbacher; Rishabh Agarwal; Yoshinobu Kawahara (ICML, 2024)

Self-supervised Color Generalization in Reinforcement Learning. - Matthias Weissenbacher; Evangelos Routis; Yoshinobu Kawahara (Trans. Mach. Learn. Res., 2024)