Publications

Ivan Ovinnikov, Eugene Bykovets, Joachim M. Buhmann (2024). Learning Causally Invariant Reward Functions from Diverse Demonstrations.
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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.
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Ivan Ovinnikov, Joachim M. Buhmann (2023). Regularizing Adversarial Imitation Learning Using Causal Invariance.
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Ivan Ovinnikov (2020). Poincare Wasserstein Autoencoder.
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Luis Haug, Ivan Ovinnikov, Eugene Bykovets (2020). Inverse Reinforcement Learning via Matching of Optimality Profiles.
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