Direct Advantage Estimation. - Hsiao-Ru Pan; Nico Gürtler; Alexander Neitz; Bernhard Schölkopf (NeurIPS, 2022)

Homomorphism AutoEncoder - Learning Group Structured Representations from Observed Transitions. - Hamza Keurti; Hsiao-Ru Pan; Michel Besserve; Benjamin F. Grewe; Bernhard Schölkopf (ICML, 2023)

Skill or Luck? Return Decomposition via Advantage Functions. - Hsiao-Ru Pan; Bernhard Schölkopf (ICLR, 2024)