Meet NVIDIA Nitrogen, a generalist gaming agent trained on 40,000 hours of video, so you can understand how imitation learning scales.

Abstract: Recent success in legged robot locomotion is attributed to the integration of reinforcement learning and physical simulators. However, these policies often encounter challenges when deployed ...

MLFCrafter is a Python Tool that simplifies machine learning pipeline creation through chainable "crafter" components. Build, train, and deploy ML models with minimal code and maximum flexibility.

Abstract: This paper introduces a fully integrated task-and-motion planning (TAMP) framework for robotic manipulation in dynamic and uncertain environments, particularly in multi-arm manipulator ...

Six-wheeled delivery robots weaving through Atlanta sidewalks have been turning heads and going viral, but they're not lost. They're part of a growing wave of autonomous delivery robots now making ...

The life science automation and robotics market is witnessing rapid expansion as biopharma companies accelerate their shift toward AI-driven research and automated manufacturing systems. Rising demand ...

Swarm robotics addresses the design, deployment, and analysis of large groups of robots that collaborate to perform tasks in a decentralized manner. Research in this field has predominantly relied on ...