… THE OCTO MODEL In this section, we describe the Octo model, our opensourcegeneralist robotpolicy that can be adapted to new robots and tasks — including new sensory inputs …
… open-sourcepolicy inference code for real-to-sim evaluation of common generalistrobot policies (RT-1 [6], RT-1-X [11], and Octo … across multiple open-sourcegeneralistpolicies, we …
… cloud robotics system that enables the full policy improvement loop … is the first open-source distributed robot navigation system that … improve and deploy a policy across a fleet of robots. …
… We evaluate OpenVLA and prior state-of-the-art generalistrobotpolicies on a comprehensive … Additionally, we evaluate Octo [5] fine-tuned on the target dataset, since it is currently the …
… , an open-source framework for robot teleoperation that supports a variety of robots, including … OPEN TEACH is fully open-source with the mixed reality API, policy training code, and …
… the specialist knowledge and skills in a particular subarea of … of the ROS ecosystem, and adopt policies and ideas that ensure it … Lastly, since ROS is one of few open-sourcerobotics …
… Training generalistroboticpolicies with massive amounts of … size of robotic datasets [3], the dominant robot learning … Additionally, we plan to opensource all collected datasets for …
A Khazatsky, K Pertsch, S Nair, A Balakrishna… - arXiv preprint arXiv …, 2024 - arxiv.org
… opensource the full dataset, policy learning code, and a detailed guide for reproducing our robot … We remove the Language Table dataset [29], equivalent to 5% of the Octo training mix, …
MT Villasevil, A Jain, V Macha, J Yuan… - … Generation for Robotics - openreview.net
… Figure 1: Overview of SCAR, we propose a system for training generalistpolicies leveraging real-to-sim simulation on crowdsourced scans. These have zero-shot transfer and scanned …