Marco Bagatella

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Stochastic Domains

Reinforcement Learning

Planning Problems

Top Venues

Trans. Mach. Learn. Res.

Publications

Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica, Georg Martius
Causal Action Influence Aware Counterfactual Data Augmentation. CoRR (2024)
Núria Armengol Urpí, Marco Bagatella, Otmar Hilliges, Georg Martius, Stelian Coros
Efficient Learning of High Level Plans from Play. ICRA (2023)
Núria Armengol Urpí, Marco Bagatella, Otmar Hilliges, Georg Martius, Stelian Coros
Efficient Learning of High Level Plans from Play. CoRR (2023)
Marco Bagatella, Georg Martius
Goal-conditioned Offline Planning from Curious Exploration. CoRR (2023)
Marco Bagatella, Georg Martius
Goal-conditioned Offline Planning from Curious Exploration. NeurIPS (2023)
Marco Bagatella, Sammy Christen, Otmar Hilliges
TempoRL: Temporal Priors for Exploration in Off-Policy Reinforcement Learning. CoRR (2022)
Marco Bagatella, Sammy Joe Christen, Otmar Hilliges
SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning. Trans. Mach. Learn. Res. 2022 (2022)
Marco Bagatella, Miroslav Olsák, Michal Rolínek, Georg Martius
Planning from Pixels in Environments with Combinatorially Hard Search Spaces. NeurIPS (2021)
Marco Bagatella, Mirek Olsák, Michal Rolínek, Georg Martius
Planning from Pixels in Environments with Combinatorially Hard Search Spaces. CoRR (2021)