Awesome Robotics
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Masha Itkina — most-cited papers & profile · Robotics
← authors
·
overview
Masha Itkina
13
papers ·
115
citations ·
7
h-index
Toyota Research Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Open X-Embodiment: Robotic Learning Datasets and RT-X Models
2023 · 101 citations
LOPR: Latent Occupancy PRediction using Generative Models
2022 · 4 citations
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset
2024 · 3 citations
A Careful Examination of Large Behavior Models for Multitask Dexterous Manipulation
2025 · 1 citations
Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies
2025 · 1 citations
Explore until Confident: Efficient Exploration for Embodied Question Answering
2024 · 1 citations
How Generalizable Is My Behavior Cloning Policy? A Statistical Approach to Trustworthy Performance Evaluation
2024 · 1 citations
SAFE: Multitask Failure Detection for Vision-Language-Action Models
2025
Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optimal Stopping
2025
Occlusion-Aware Crowd Navigation Using People as Sensors
2022
GHIL-Glue: Hierarchical Control with Filtered Subgoal Images
2024
Top co-authors
Haruki Nishimura
· 5
Blake Wulfe
· 4
Thomas Kollar
· 4
Ashwin Balakrishna
· 3
Dorsa Sadigh
· 3
Emma Dixon
· 3
Muhammad Zubair Irshad
· 3
Paarth Shah
· 3
Patrick Miller
· 3
Sergey Levine
· 3
Siddharth Karamcheti
· 3
Suraj Nair
· 3
Topics
Manipulation
Control
Human-Robot Interaction
Perception
Multi-Robot
Sim-to-Real
Navigation