Octo: An open-source generalist robot policy

OM Team, D Ghosh, H Walke, K Pertsch… - arXiv preprint arXiv …, 2024 - arxiv.org
… THE OCTO MODEL In this section, we describe the Octo model, our open-source generalist
robot policy that can be adapted to new robots and tasks — including new sensory inputs …

Octo: An Open-Source Generalist Robot Policy

O Mees, D Ghosh, K Pertsch, K Black, HR Walke… - First Workshop on Vision … - openreview.net
… THE OCTO MODEL In this section, we describe the Octo model, our opensource generalist
robot policy that can be adapted to new robots and tasks — including new sensory inputs …

Evaluating Real-World Robot Manipulation Policies in Simulation

X Li, K Hsu, J Gu, K Pertsch, O Mees, HR Walke… - arXiv preprint arXiv …, 2024 - arxiv.org
open-source policy inference code for real-to-sim evaluation of common generalist robot
policies (RT-1 [6], RT-1-X [11], and Octo … across multiple open-source generalist policies, we …

OpenBot-Fleet: A System for Collective Learning with Real Robots

M Müller, S Brahmbhatt, A Deka, Q Leboutet… - arXiv preprint arXiv …, 2024 - arxiv.org
… 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. …

OpenVLA: An Open-Source Vision-Language-Action Model

MJ Kim, K Pertsch, S Karamcheti, T Xiao… - arXiv preprint arXiv …, 2024 - arxiv.org
… We evaluate OpenVLA and prior state-of-the-art generalist robot policies on a comprehensive
… Additionally, we evaluate Octo [5] fine-tuned on the target dataset, since it is currently the …

Open teach: A versatile teleoperation system for robotic manipulation

A Iyer, Z Peng, Y Dai, I Guzey, S Haldar… - arXiv preprint arXiv …, 2024 - arxiv.org
… , 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 …

It takes a village to build a robot: An empirical study of the ROS ecosystem

S Kolak, A Afzal, C Le Goues, M Hilton… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
… 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-source robotics

Poco: Policy composition from and for heterogeneous robot learning

L Wang, J Zhao, Y Du, EH Adelson… - arXiv preprint arXiv …, 2024 - arxiv.org
… Training generalist robotic policies with massive amounts of … size of robotic datasets [3],
the dominant robot learning … Additionally, we plan to opensource all collected datasets for …

Droid: A large-scale in-the-wild robot manipulation dataset

A Khazatsky, K Pertsch, S Nair, A Balakrishna… - arXiv preprint arXiv …, 2024 - arxiv.org
open source 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, …

Scaling Robot-Learning by Crowdsourcing Simulation Environments

MT Villasevil, A Jain, V Macha, J Yuan… - … Generation for Robotics - openreview.net
… Figure 1: Overview of SCAR, we propose a system for training generalist policies leveraging
real-to-sim simulation on crowdsourced scans. These have zero-shot transfer and scanned …