Publications

Ivan Ovinnikov (2024). Learning Causally Invariant Reward Functions from Diverse Demonstrations.
PDF TMLR Review
Ivan Ovinnikov (2024). Imitation Learning using Generalized Sliced Wasserstein Distances.
Ivan Ovinnikov, Ami Beuret, Flavia Cavaliere, Joachim M Buhmann (2024). Fundamentals of Arthroscopic Surgery Training and beyond: a reinforcement learning exploration and benchmark. International Journal of Computer Assisted Radiology and Surgery.
Cite
Ivan Ovinnikov, Joachim M Buhmann (2023). Regularizing Adversarial Imitation Learning Using Causal Invariance. arXiv preprint arXiv:2308.09189.
Cite
Ivan Ovinnikov (2019). Poincar$backslash$'e wasserstein autoencoder. arXiv preprint arXiv:1901.01427.
Cite