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Cansu Sancaktar — most-cited papers & profile · Reinforcement Learning
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overview
Cansu Sancaktar
15
papers ·
14
citations ·
1
h-index
Google Scholar ↗
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Most-cited papers
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
2022 · 5 citations
Optimistic Active Exploration of Dynamical Systems
2023 · 1 citations
Real Robot Challenge 2022: Learning Dexterous Manipulation from Offline Data in the Real World
2023 · 1 citations
A Deep Dive into Scaling RL for Code Generation with Synthetic Data and Curricula
2026
Offline vs. Online Learning in Model-based RL: Lessons for Data Collection Strategies
2025
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
2025
Regularity as Intrinsic Reward for Free Play
2023
Top co-authors
Georg Martius
· 5
Sebastian Blaes
· 3
Pavel Kolev
· 2
Amirhossein Kazemipour
· 1
Andreas Krause
· 1
Andrii Zadaianchuk
· 1
Arman Raayatsanati
· 1
Arthur Allshire
· 1
Barnabas Gavin Cangan
· 1
Bernhard Sch\"olkopf
· 1
Bhavya Sukhija
· 1
Christian Gumbsch
· 1
Topics
Model-Based RL
Exploration
cs.LG
cs.AI
Offline RL
Policy Gradient
Meta-RL