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2020 – today
- 2024
[c5]Albane Ruaud, Cansu Sancaktar, Marco Bagatella, Christoph Ratzke, Georg Martius:
Modelling Microbial Communities with Graph Neural Networks. ICML 2024- [c4]Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica, Georg Martius:
Causal Action Influence Aware Counterfactual Data Augmentation. ICML 2024 - [i6]Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica, Georg Martius:
Causal Action Influence Aware Counterfactual Data Augmentation. CoRR abs/2405.18917 (2024) - [i5]Marco Bagatella, Andreas Krause, Georg Martius:
Directed Exploration in Reinforcement Learning from Linear Temporal Logic. CoRR abs/2408.09495 (2024) - 2023
- [c3]Núria Armengol Urpí, Marco Bagatella, Otmar Hilliges, Georg Martius, Stelian Coros:
Efficient Learning of High Level Plans from Play. ICRA 2023: 10189-10196 - [c2]Marco Bagatella, Georg Martius:
Goal-conditioned Offline Planning from Curious Exploration. NeurIPS 2023 - [i4]Núria Armengol Urpí, Marco Bagatella, Otmar Hilliges, Georg Martius, Stelian Coros:
Efficient Learning of High Level Plans from Play. CoRR abs/2303.09628 (2023) - [i3]Marco Bagatella, Georg Martius:
Goal-conditioned Offline Planning from Curious Exploration. CoRR abs/2311.16996 (2023) - 2022
- [j1]Marco Bagatella, Sammy Joe Christen, Otmar Hilliges:
SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning. Trans. Mach. Learn. Res. 2022 (2022) - [i2]Marco Bagatella, Sammy Joe Christen, Otmar Hilliges:
TempoRL: Temporal Priors for Exploration in Off-Policy Reinforcement Learning. CoRR abs/2205.13528 (2022) - 2021
- [c1]Marco Bagatella, Miroslav Olsák, Michal Rolínek, Georg Martius:
Planning from Pixels in Environments with Combinatorially Hard Search Spaces. NeurIPS 2021: 24707-24718 - [i1]Marco Bagatella, Mirek Olsák, Michal Rolínek, Georg Martius:
Planning from Pixels in Environments with Combinatorially Hard Search Spaces. CoRR abs/2110.06149 (2021)
Coauthor Index
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