Sancaktar, Cansu

8 publications

ICML 2025 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius

ICML 2024 Modelling Microbial Communities with Graph Neural Networks Albane Ruaud, Cansu Sancaktar, Marco Bagatella, Christoph Ratzke, Georg Martius

NeurIPSW 2024 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius

NeurIPSW 2023 Modelling Microbial Communities with Graph Neural Networks Albane Ruaud, Cansu Sancaktar, Marco Bagatella, Christoph Ratzke, Georg Martius

NeurIPS 2023 Optimistic Active Exploration of Dynamical Systems Bhavya Sukhija, Lenart Treven, Cansu Sancaktar, Sebastian Blaes, Stelian Coros, Andreas Krause

NeurIPS 2023 Regularity as Intrinsic Reward for Free Play Cansu Sancaktar, Justus Piater, Georg Martius

NeurIPSW 2023 Regularity as Intrinsic Reward for Free Play Cansu Sancaktar, Justus Piater, Georg Martius

NeurIPS 2022 Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation Cansu Sancaktar, Sebastian Blaes, Georg Martius