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Hsiao-Ru Pan
Hsiao-Ru Pan
Max Planck Institute for Intelligent System
Verified email at tuebingen.mpg.de
Title
Cited by
Cited by
Year
Direct advantage estimation
HR Pan, N Gürtler, A Neitz, B Schölkopf
Advances in Neural Information Processing Systems 35, 11869-11880, 2022
112022
Homomorphism AutoEncoder Learning Group Structured Representations from Observed Transitions
H Keurti, HR Pan, M Besserve, BF Grewe, B Schölkopf
International Conference on Machine Learning, 16190-16215, 2023
92023
Homomorphism Autoencoder—-Learning Group Structured Representations from Interactions
H Keurti, HR Pan, M Besserve, BF Grewe, B Schölkopf
University of Zurich, 2022
22022
Skill or Luck? Return Decomposition via Advantage Functions
HR Pan, B Schölkopf
arXiv preprint arXiv:2402.12874, 2024
12024
Learning Endogenous Representation in Reinforcement Learning via Advantage Estimation
HR Pan, B Schölkopf
Causal Representation Learning Workshop at NeurIPS 2023, 2023
2023
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Articles 1–5