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Ajay Mandlekar — most-cited papers & profile · AI Agents
← authors
·
overview
Ajay Mandlekar
17
papers ·
114
citations ·
17
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation
2018 · 43 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
MoCoDA: Model-based Counterfactual Data Augmentation
2022 · 2 citations
SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation
2024 · 1 citations
SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation
2024 · 1 citations
DexMimicGen: Automated Data Generation for Bimanual Dexterous Manipulation via Imitation Learning
2024 · 1 citations
GRAFT: Graph-Based Affordance Transfer via Part Correspondence
2026
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training
2025
IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data
2019
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
Sim-to-Real
Human-Robot Interaction
Exploration
Offline RL
Model-Based RL
Humanoid
Meta-RL
Value-Based
Multi-Robot