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MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation
Yejin Kim,
Wilbert Pumacay,
Omar Rayyan,
Max Argus,
Winson Han,
Eli VanderBilt,
Jordi Salvador,
Abhay Deshpande,
Rose Hendrix,
Snehal Jauhari,
Shuo Liu,
Nur Muhammad Mahi Shafiullah,
Maya Guru,
Arjun Guru,
Ainaz Eftekhar,
Karen Farley,
Donovan Clay,
Jiafei Duan*,
Piper Wolters,
Alvaro Herrasti,
Ying-Chun Lee,
Georgia Chalvatzaki,
Yuchen Cui,
Ali Farhadi,
Dieter Fox,
Ranjay Krishna
ArXiv 2026 (in submission)
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paper
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MolmoSpaces is a large-scale, fully open platform for studying embodied learning. MolmoSpaces supports physics-grounded navigation and manipulation, unifying over 230k indoor scenes and more than 130k object models with over 42 million annotated robotic grasps in a single ecosystem.
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Point Arena: Probing Multimodal Grounding Through Language-Guided Pointing
Long Cheng*,
Jiafei Duan*,
Yi Ru Wang,
Haoquan Fang,
Boyang Li,
Yushan Huang,
Elvis Wang,
Ainaz Eftekhar,
Jason Lee,
Wentao Yuan,
Rose Hendrix,
Noah A. Smith,
Fei Xia,
Dieter Fox,
Ranjay Krishna,
ArXiv 2025 (in submission)
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arXiv
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PointArena is a comprehensive platform for evaluating multimodal pointing across diverse reasoning scenarios.
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The One
RING
: a Robotic Indoor Navigation Generalist
Ainaz Eftekhar,
Rose Hendrix,
Luca Weihs,
Jiafe Duan,
Ege Caglar,
Jordi Salvador,
Alvaro Herrasti,
Winson Han,
Eli VanderBilt,
Aniruddha Kembhavi,
Ali Farhadi,
Ranjay Krishna
Kiana Ehsani*,
Kuo-Hao Zeng*
ICRA 2026
project page
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arXiv
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code [coming soon]
RING is an embodiment-agnostic policy, trained solely in simulation with diverse randomly initialized embodiments at scale.
RING generalizes to diverse real-world embodiments despite being trained exclusively in simulation without access to the real robot configurations.
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