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Ajay Mandlekar — most-cited papers & profile · AI for Code
← authors
·
overview
Ajay Mandlekar
48
papers ·
330
citations ·
17
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Open X-Embodiment: Robotic Learning Datasets and RT-X Models
2023 · 101 citations
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation
2021 · 71 citations
RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation
2018 · 43 citations
Generalization Through Hand-Eye Coordination: An Action Space for Learning Spatially-Invariant Visuomotor Control
2021 · 20 citations
AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers
2019 · 17 citations
Learning to Generalize Across Long-Horizon Tasks from Human Demonstrations
2020 · 17 citations
Human-in-the-Loop Imitation Learning using Remote Teleoperation
2020 · 10 citations
Deep Affordance Foresight: Planning Through What Can Be Done in the Future
2020 · 6 citations
Imitating Task and Motion Planning with Visuomotor Transformers
2023 · 6 citations
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
2025 · 5 citations
S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning
2021 · 5 citations
Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments
2023 · 5 citations
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations
2023 · 5 citations
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation
2024 · 4 citations
Isaac Lab: A GPU-Accelerated Simulation Framework for Multi-Modal Robot Learning
2025 · 3 citations
Top co-authors
Ang Chen
· 1
Ethan Kou
· 1
Guanya Shi
· 1
Guanzhi Wang
· 1
Ken Goldberg
· 1
Letian Fu
· 1
Linxi "Jim" Fan
· 1
Mosharaf Chowdhury
· 1
Runyu Lu
· 1
Wenli Xiao
· 1
Yinzhen Xu
· 1
Yubo Wu
· 1
Topics
Manipulation
Human-Robot Interaction
Control
Sim-to-Real
Multi-Robot
Humanoid
Perception
Exploration
Offline RL
Model-Based RL