Ajay Mandlekar
24 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Conference Polyglot
(6)
π
Academic Marathon
(8)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(28)
π¬
Deep Specialist
(11)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(73)
π
Trend Setter
π
Century Club
(24)
β‘
Prolific Year
(5)
π₯
Unstoppable
(9)
Conferences
CORL (13)
RSS (4)
ICLR (3)
NIPS (2)
ICML (1)
L4DC (1)
Top co-authors
Keywords
imitation learning
(9)
robot manipulation
(4)
robot learning
(3)
offline reinforcement learning
(3)
data augmentation
(2)
policy learning
(2)
behavioral cloning
(2)
transfer learning
(2)
task and motion planning
(2)
robotic manipulation
(1)
self-supervised learning
(1)
sim-to-real transfer
(1)
multimodal learning
(1)
multi-task learning
(1)
bayesian reinforcement learning
(1)
inverse reinforcement learning
(1)
decision making
(1)
out-of-distribution generalization
(1)
model predictive control
(1)
task generalization
(1)
Papers
DreamGen: Unlocking Generalization in Robot Learning through Video World Models
CORL 2025
Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation
RSS 2025
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation
ICML 2025
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation
ICLR 2025
Latent Action Pretraining from Videos
ICLR 2025
What Matters in Learning from Large-Scale Datasets for Robot Manipulation
ICLR 2025
SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation
CORL 2024
NOD-TAMP: Generalizable Long-Horizon Planning with Neural Object Descriptors
CORL 2024
SkillMimicGen: Automated Demonstration Generation for Efficient Skill Learning and Deployment
CORL 2024
Signatures meet dynamic programming: Generalizing Bellman equations for trajectory following
L4DC 2024
RoboCasa: Large-Scale Simulation of Household Tasks for Generalist Robots
RSS 2024
Imitating Task and Motion Planning with Visuomotor Transformers
CORL 2023
Human-in-the-Loop Task and Motion Planning for Imitation Learning
CORL 2023
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations
CORL 2023
Learning and Retrieval from Prior Data for Skill-based Imitation Learning
CORL 2022
MoCoDA: Model-based Counterfactual Data Augmentation
NIPS 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
NIPS 2022
Error-Aware Imitation Learning from Teleoperation Data for Mobile Manipulation
CORL 2021
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation
CORL 2021
S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning in Robotics
CORL 2021
GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations
RSS 2020
AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers
CORL 2019
ROBOTURK: A Crowdsourcing Platform for Robotic Skill Learning through Imitation
CORL 2018
Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models
RSS 2017