Paper Citation Record · LEDGER

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation

As of 15 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2511.17384.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2511.17384 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:59:21.425916Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T08:15:20.055650Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T20:41:13.790288Z

Reference resolution

62 of 62 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 268aea4b-6a76-4493-b6a7-3b2bea92801e · outbound

This paper cites Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:14.715333Z

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Unavailable: canonical work link unavailable.

Observation fff39733-19ee-4d9f-b245-319af0a0ffbd · outbound

This paper cites Claude sonnet 4.5, 2025.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Claude sonnet 4.5, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:14.763941Z

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Observation a715cad2-004a-4c2d-9afa-530ae07f1f30 · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Scanqa: 3d question answering for spatial scene understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:14.841075Z

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Observation e1316510-d3ef-43f6-927f-e27919579d7c · outbound

This paper cites The r2r framework: Publishing and discovering mappings on the web.COLD, 665:97–108, 2010.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation The r2r framework: Publishing and discovering mappings on the web.COLD, 665:97–108, 2010

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:14.904407Z

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Observation d46d9a2b-bba0-4882-8bb3-1bcbd2896d7e · outbound

This paper cites Depth pro: Sharp monocular metric depth in less than a second.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Depth pro: Sharp monocular metric depth in less than a second

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.029846Z

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Observation 45290bed-d13d-4b59-865c-81cd9e2338da · outbound

This paper cites Spatialbot: Pre- cise spatial understanding with vision language models.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Spatialbot: Pre- cise spatial understanding with vision language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.122121Z

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Observation 72cb38fa-cc5a-4756-b80f-673c8889a044 · outbound

This paper cites Partnr: A benchmark for planning and rea- soning in embodied multi-agent tasks.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Partnr: A benchmark for planning and rea- soning in embodied multi-agent tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.198676Z

Source-reported events for the cited work

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Observation 476e92a7-c27a-4919-8020-43ca8735e671 · outbound

This paper cites Neural topological slam for vi- sual navigation.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Neural topological slam for vi- sual navigation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.275007Z

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Observation 2a3d542c-e622-4417-884b-5ff4825f8d78 · outbound

This paper cites Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.365432Z

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Observation cefecfe8-cdc9-40e2-8f00-7ee8d7c0df13 · outbound

This paper cites Spatial- rgpt: Grounded spatial reasoning in vision-language models.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Spatial- rgpt: Grounded spatial reasoning in vision-language models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.442995Z

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Observation 9f1d3e99-879f-44e2-b031-4adefe539988 · outbound

This paper cites EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.554071Z

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Observation 0e6dd7fd-825c-49d4-b05b-7a182c8e543b · outbound

This paper cites Lota-bench: Benchmarking language- oriented task planners for embodied agents.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Lota-bench: Benchmarking language- oriented task planners for embodied agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.645170Z

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Observation 7b1e12fb-aa81-4e6d-accc-3d3433d8ed9d · outbound

This paper cites Embodied question answer- ing.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Embodied question answer- ing

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.719156Z

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Observation 3cacc8f1-7bf6-4548-ad4c-bb7f74e49430 · outbound

This paper cites Mm-spatial: Exploring 3d spatial understanding in multimodal llms.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Mm-spatial: Exploring 3d spatial understanding in multimodal llms

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:15.824408Z

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Observation 2e83de45-62df-4af9-a141-c834b9dfef76 · outbound

This paper cites EmbSpatial-bench: Benchmarking spatial un- derstanding for embodied tasks with large vision-language models.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation EmbSpatial-bench: Benchmarking spatial un- derstanding for embodied tasks with large vision-language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.041496Z

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Observation 98aa84ae-30bd-422c-b69d-63ade9c05ff9 · outbound

This paper cites Blink: Multimodal large language models can see but not perceive.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Blink: Multimodal large language models can see but not perceive

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.193029Z

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Observation ec07af9e-1545-4e62-a124-8dc157f90bb5 · outbound

This paper cites Gemini 2.5 Flash Preview Model Card.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Gemini 2.5 Flash Preview Model Card

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.345965Z

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Observation 6b753aa9-19db-4d46-b6d6-6a26785b6a5d · outbound

This paper cites Autotag & tagmap: Llm-powered moodle plugins for peda- gogical alignment checks.SN Computer Science, 6(7):1–11,.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Autotag & tagmap: Llm-powered moodle plugins for peda- gogical alignment checks.SN Computer Science, 6(7):1–11,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.528121Z

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Observation ecebcd8e-2084-4abe-8dd4-e8ed58015860 · outbound

This paper cites 3d-llm: In- jecting the 3d world into large language models.Advances in Neural Information Processing Systems, 36:20482–20494,.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation 3d-llm: In- jecting the 3d world into large language models.Advances in Neural Information Processing Systems, 36:20482–20494,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.586819Z

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Observation b6fca1c9-e57a-4da3-8d2a-30822944f937 · outbound

This paper cites Enhancing visualization and interaction of complex spatial data through augmented reality.The International Journal of Advanced Manufacturing Technology, 134(11):5891–5906, 2024.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Enhancing visualization and interaction of complex spatial data through augmented reality.The International Journal of Advanced Manufacturing Technology, 134(11):5891–5906, 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.681143Z

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Observation 37175fff-ffaf-4c68-8a87-3a45f0e2aa43 · outbound

This paper cites Visual language maps for robot navigation.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Visual language maps for robot navigation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.789318Z

Source-reported events for the cited work

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Observation 5e29cb65-16c6-4860-9b01-b26b23e2ddf5 · outbound

This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Gqa: A new dataset for real-world visual reasoning and compositional question answering

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:16.938067Z

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Observation 2df73521-921e-4e4f-beea-9acaca451b97 · outbound

This paper cites Clevr: A diagnostic dataset for compositional language and elementary visual reasoning.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Clevr: A diagnostic dataset for compositional language and elementary visual reasoning

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:17.069487Z

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Observation 08ff3179-7c2d-4476-b1ff-039788fa47d5 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation OpenVLA: An Open-Source Vision-Language-Action Model

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:17.162745Z

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Observation c194c02a-a13c-46eb-8516-888ead71a700 · outbound

This paper cites Llava-next: Stronger llms supercharge multimodal capa- bilities in the wild, 2024.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Llava-next: Stronger llms supercharge multimodal capa- bilities in the wild, 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:17.304591Z

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Observation 60cb29bc-4cf0-4d6c-8195-ffdf541b2936 · outbound

This paper cites Behavior-1k: A benchmark for embodied ai with 1,000 ev- eryday activities and realistic simulation.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Behavior-1k: A benchmark for embodied ai with 1,000 ev- eryday activities and realistic simulation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:17.444715Z

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Observation 36373aeb-9c68-4af6-8c82-30c4f13623dc · outbound

This paper cites IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:17.546623Z

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Observation cda5e9a0-1daf-4993-89dd-7463904e7c07 · outbound

This paper cites Visual Large Language Models for Generalized and Specialized Applications.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Visual Large Language Models for Generalized and Specialized Applications

Reference 28

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Observation d236cf6a-e475-4c54-aae7-7975b8ff6e5e · outbound

This paper cites Toa: Task-oriented active vqa.Advances in Neural Information Processing Systems, 36:54061–54074, 2023.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Toa: Task-oriented active vqa.Advances in Neural Information Processing Systems, 36:54061–54074, 2023

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:17.888807Z

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Observation 52fa8124-bae6-4ffa-8ba4-bb8d0e84e668 · outbound

This paper cites Reasoning paths with reference objects elicit quanti- tative spatial reasoning in large vision-language models.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Reasoning paths with reference objects elicit quanti- tative spatial reasoning in large vision-language models

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:18.085542Z

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Observation c88596c5-ca77-47bf-8c04-50372fe13a43 · outbound

This paper cites Navcot: Boosting llm-based vision-and- language navigation via learning disentangled reasoning.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Navcot: Boosting llm-based vision-and- language navigation via learning disentangled reasoning

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Observation d26b32e1-6cd7-43ea-bea9-83ddca0f94b1 · outbound

This paper cites 3dsrbench: A comprehensive 3d spatial reasoning benchmark.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation 3dsrbench: A comprehensive 3d spatial reasoning benchmark

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Observation 7a529095-9256-4f69-bc28-ef47feddd9f6 · outbound

This paper cites Openeqa: Embodied question answering in the era of foun- dation models.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Openeqa: Embodied question answering in the era of foun- dation models

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Observation 1eca95f3-b0d0-4ee2-bde1-a378358b7035 · outbound

This paper cites Llama 4 model card, 2025.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Llama 4 model card, 2025

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Observation 9f214e3c-ab9c-47e3-9bc7-8acec09677b4 · outbound

This paper cites NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:18.876864Z

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Observation 15f8da26-30c1-40b3-9448-e090af8c6b63 · outbound

This paper cites Gpt-4o system card, 2024.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Gpt-4o system card, 2024

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This paper cites Is map- ping necessary for realistic pointgoal navigation? InCVPR, pages 17232–17241, 2022.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Is map- ping necessary for realistic pointgoal navigation? InCVPR, pages 17232–17241, 2022

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Reverie: Remote embodied visual referring expres- sion in real indoor environments

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Habitat: A plat- form for embodied ai research

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Learning to navigate using mid-level visual priors

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Observation 9926cc71-3b36-4f0c-a24f-756db9d3b9b3 · outbound

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Alfred: A benchmark for interpreting grounded instructions for everyday tasks

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Observation 0977eb82-99cb-4903-9faf-db975a2bab58 · outbound

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Robospatial: Teaching spatial understanding to 2d and 3d vision-language models for robotics

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Habitat 2.0: Training home assistants to rearrange their habitat

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Cambrian-1: A fully open, vision-centric explo- ration of multimodal llms

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Hierarchical open- vocabulary 3d scene graphs for language-grounded robot navigation

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Observation 3f197a8c-8d56-4e54-ac48-ccbadf420a10 · outbound

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Vsp: Diagnosing the dual challenges of perception and reasoning in spatial planning tasks for mllms

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation The rise and potential of large language model based agents: A survey.SCIS, 68(2):121101, 2025

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Gibson env: Real-world percep- tion for embodied agents

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Expand vsr benchmark for vllm to expertize in spatial rules

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Point2graph: An end-to-end point cloud- based 3d open-vocabulary scene graph for robot navigation

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Qwen3 Technical Report

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Observation d69784f3-25bc-4ada-934d-12dce8081bd1 · outbound

This paper cites Thinking in space: How mul- timodal large language models see, remember, and recall spaces.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Thinking in space: How mul- timodal large language models see, remember, and recall spaces

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Observation 9f350c7a-08d3-4c90-b2ac-93747a099db6 · outbound

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IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Rila: Re- flective and imaginative language agent for zero-shot seman- tic audio-visual navigation

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:20.658315Z

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Observation df90fd26-8854-4519-8e06-005483e7803e · outbound

This paper cites Sg-nav: Online 3d scene graph prompting for llm-based zero-shot object navigation.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Sg-nav: Online 3d scene graph prompting for llm-based zero-shot object navigation

Reference 54

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Observation 7cd8029e-c90d-4f3f-8bbf-38d1ff3e3d9e · outbound

This paper cites L3mvn: Leveraging large language models for visual target naviga- tion.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation L3mvn: Leveraging large language models for visual target naviga- tion

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:20.844060Z

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Observation ca3c587d-bf40-4c45-85cb-59ba2f46d33e · outbound

This paper cites A continual learning approach for em- bodied question answering with generative adversarial imi- tation learning.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation A continual learning approach for em- bodied question answering with generative adversarial imi- tation learning

Reference 56

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Observation cbe7c04a-71e2-4313-801b-0ee0d80291c1 · outbound

This paper cites Open3d-vqa: A benchmark for embodied spatial concept reasoning with multimodal large language model in open space.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Open3d-vqa: A benchmark for embodied spatial concept reasoning with multimodal large language model in open space

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:20.985488Z

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Observation 4f3cceb3-5137-41f3-b24c-51aa056d3546 · outbound

This paper cites Dsi- bench: A benchmark for dynamic spatial intelligence.arXiv preprint arXiv:2510.18873, 2025.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Dsi- bench: A benchmark for dynamic spatial intelligence.arXiv preprint arXiv:2510.18873, 2025

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:21.043075Z

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Observation 34d72e47-e672-477d-9f5a-7cd5feacd7c2 · outbound

This paper cites CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:21.103190Z

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Observation 34ba3d3d-319a-41ee-9b4f-20f237f6b381 · outbound

This paper cites 3d- vla: a 3d vision-language-action generative world model.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation 3d- vla: a 3d vision-language-action generative world model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:21.199741Z

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Observation 5b4e9aab-9716-4780-974b-9cd6bff2d5bc · outbound

This paper cites Towards learning a generalist model for embodied navigation.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation Towards learning a generalist model for embodied navigation

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:21.305893Z

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Observation caf8d0e8-7d2c-4ddd-9129-4645877eec85 · outbound

This paper cites reasoning.

IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation reasoning

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Resolution: unresolved; no resolver link, observed 2026-08-03T20:59:21.425916Z

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Pith citing papers

Observation 791a46fe-c4ea-4b72-bf9b-21dc7da14591 · inbound

IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance cites this paper.

IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:14.809235Z

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