Marin Vlastelica

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Neural Classifier

Reinforcement Learning

Complementary Features

Top Venues

Publications

Jin Cheng, Marin Vlastelica, Pavel Kolev, Chenhao Li, Georg Martius
Learning Diverse Skills for Local Navigation under Multi-constraint Optimality. ICRA (2024)
Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica, Georg Martius
Causal Action Influence Aware Counterfactual Data Augmentation. CoRR (2024)
Marin Vlastelica, Sebastian Blaes, Cristina Pinneri, Georg Martius
Mind the Uncertainty: Risk-Aware and Actively Exploring Model-Based Reinforcement Learning. CoRR (2023)
Jin Cheng, Marin Vlastelica, Pavel Kolev, Chenhao Li, Georg Martius
Learning Diverse Skills for Local Navigation under Multi-constraint Optimality. CoRR (2023)
Marin Vlastelica, Patrick Ernst, Gyuri Szarvas
Taming Continuous Posteriors for Latent Variational Dialogue Policies. AAAI (2023)
Cian Eastwood, Shashank Singh, Andrei Liviu Nicolicioiu, Marin Vlastelica, Julius von Kügelgen, Bernhard Schölkopf
Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features. CoRR (2023)
Subham Sekhar Sahoo, Anselm Paulus, Marin Vlastelica, Vít Musil, Volodymyr Kuleshov, Georg Martius
Backpropagation through Combinatorial Algorithms: Identity with Projection Works. ICLR (2023)
Chenhao Li, Sebastian Blaes, Pavel Kolev, Marin Vlastelica, Jonas Frey, Georg Martius
Versatile Skill Control via Self-supervised Adversarial Imitation of Unlabeled Mixed Motions. ICRA (2023)
Marin Vlastelica, Tatiana Lopez-Guevara, Kelsey R. Allen, Peter W. Battaglia, Arnaud Doucet, Kimberly L. Stachenfeld
Diffusion Generative Inverse Design. CoRR (2023)
Marin Vlastelica, Pavel Kolev, Jin Cheng, Georg Martius
Diverse Offline Imitation via Fenchel Duality. CoRR (2023)
Chenhao Li, Sebastian Blaes, Pavel Kolev, Marin Vlastelica, Jonas Frey, Georg Martius
Versatile Skill Control via Self-supervised Adversarial Imitation of Unlabeled Mixed Motions. CoRR (2022)
Marin Vlastelica, Patrick Ernst, Gyuri Szarvas
Taming Continuous Posteriors for Latent Variational Dialogue Policies. CoRR (2022)
Chenhao Li, Marin Vlastelica, Sebastian Blaes, Jonas Frey, Felix Grimminger, Georg Martius
Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations. CoRL (2022)
Chenhao Li, Marin Vlastelica, Sebastian Blaes, Jonas Frey, Felix Grimminger, Georg Martius
Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations. CoRR (2022)
Subham Sekhar Sahoo, Marin Vlastelica, Anselm Paulus, Vít Musil, Volodymyr Kuleshov, Georg Martius
Gradient Backpropagation Through Combinatorial Algorithms: Identity with Projection Works. CoRR (2022)