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Iretiayo Akinola
NVIDIA
Latest
MatchMaker: Automated Robotic Assembly Asset Generation for Policy Learning in Simulation
SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks
FORGE: Force-Guided Exploration for Robust Contact-Rich Manipulation under Uncertainty
AutoMate: Specialist and Generalist Assembly Policies over Diverse Geometries
Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following
TacSL: A Library for Visuotactile Sensor Simulation and Learning
Learning to Summarize and Answer Questions about a Virtual Robot's Past Actions
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations
IndustReal: Transferring Contact-Rich Assembly from Simulation to Reality
Global and Reactive Motion Generation with Geometric Fabric Command Sequences
Insights towards Sim2Real Contact-Rich Manipulation
RoboReport: Summarizing a virtual robot's past actions in natural language
Factory: Fast Contact for Robotic Assembly
Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior
Model Predictive Control for Fluid Human-to-Robot Handovers
Assistive Tele-op: Leveraging Transformers to Collect Robotic Task Demonstrations
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