Amin Abyaneh - Google Scholar

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Co-authors

Arash MehrjouETH Zürich - Max Planck InstituteVerified email at tuebingen.mpg.de
Stefan BauerHelmholtz | TUM | CIFARVerified email at tum.de
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Hsiu-Chin LinAssistant Professor, McGill UniversityVerified email at cs.mcgill.ca
Ashkan SoleymaniPhD student, MITVerified email at mit.edu

Amin Abyaneh

Amin Abyaneh

PhD Candidate at McGill University

Verified email at mail.mcgill.ca

Imitation Learning Reinforcement Learning Robotics Causal Inference


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Federated Causal Discovery from Interventions A Abyaneh, N Scherrer, P Schwab, S Bauer, B Schölkopf, A Mehrjou arXiv preprint arXiv:2211.03846, 2022	8*	2022
Learning Lyapunov-stable Polynomial Dynamical Systems through Imitation A Abyaneh, HC Lin 7th Annual Conference on Robot Learning (CoRL), 2023	3	2023
Globally Stable Neural Imitation Policies A Abyaneh, MS Guzmán, HC Lin 2024 IEEE International Conference on Robotics and Automation (ICRA), 2024	1	2024
Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases A Mehrjou, A Soleymani, A Abyaneh, S Bhatt, B Schölkopf, S Bauer PLOS Computational Biology 19 (1), e1010799, 2023	1	2023
Single-Shot Learning of Stable Dynamical Systems for Long-Horizon Manipulation Tasks A St-Aubin, A Abyaneh, HC Lin arXiv preprint arXiv:2410.01033, 2024		2024

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