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Paper Citation Record · LEDGER

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

As of 5 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 4 inbound Pith citation observations for arXiv:2406.19741.

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

pith.paper-citation-record.v1
2406.19741 v3

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T23:45:54.903352Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T00:06:39.276132Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T06:15:00.866473Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact2
  • verified fuzzy49
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9baaa827-ab05-49a6-ba50-e2f45b3ba30b · outbound

This paper cites Barto and Sridhar Mahadevan.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Barto and Sridhar Mahadevan

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 11e0e0d0-3c2b-4751-9f33-088bd81afce1 · outbound

This paper cites Trac-ik: An open-source library for improved solving of generic inverse kinematics.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Trac-ik: An open-source library for improved solving of generic inverse kinematics

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation c7ec190d-2dbf-46b5-ab6f-080500dccfda · outbound

This paper cites Rt-h: Action hierarchies using language.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Rt-h: Action hierarchies using language

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation bb2669a9-a5d3-4ce5-b58a-19465d78c85a · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 4

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 36d34726-f916-4bce-aded-41d56e69baad · outbound

This paper cites Bruyninckx.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Bruyninckx

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 04438f42-2514-4717-b872-210e421666cd · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 6

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation d7e7abef-d96f-4549-986d-7466425069c4 · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation c727262c-3a4d-4b88-93c6-5111eb843a0c · outbound

This paper cites ros_control: A generic and simple control framework for ros.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning ros_control: A generic and simple control framework for ros

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 91c74367-919a-4cc1-a857-dcb7ea220646 · outbound

This paper cites Reducing the Barrier to Entry of Complex Robotic Software: a MoveIt! Case Study.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Reducing the Barrier to Entry of Complex Robotic Software: a MoveIt! Case Study

Reference 9

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 21d40bcc-067e-4160-9115-480211b6c78d · outbound

This paper cites Everett and Alexander H.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Everett and Alexander H

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 1158d833-1907-4ada-8c66-f9ac398fb88f · outbound

This paper cites tf: The transform library.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning tf: The transform library

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation ea3985d7-82ba-4879-a0ef-a06d21e4d45a · outbound

This paper cites Mathematical capabilities of chatgpt.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Mathematical capabilities of chatgpt

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation e8295db2-f882-4aa1-87f7-f8447b00c5a3 · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation b94fc43f-0e0d-4611-888c-927d779d1729 · outbound

This paper cites Interpret: Interactive predicate learning from language feedback for generalizable task planning.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Interpret: Interactive predicate learning from language feedback for generalizable task planning

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:67f5b8ec234e7c66d10068edd48b446d3a0852998c02cf993b9a34012b86808f

Observation 9d97f0c9-217c-41da-ad4a-90bf0d89bd83 · outbound

This paper cites NASA task load index (TLX).

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning NASA task load index (TLX)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.723820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:28035769d70e5a0c4ad63b8425e8b4222301455783488c49be3460ea0683f8d8

Observation b8428df5-ef93-4d1f-8fe6-f8cc5239fc7e · outbound

This paper cites Huang, Edwin Olson, and David C.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Huang, Edwin Olson, and David C

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.664348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 362f4a81-7891-4d54-9c8a-650b63a74d0b · outbound

This paper cites Language models as zero-shot planners: Extracting actionable knowledge for embodied agents.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Language models as zero-shot planners: Extracting actionable knowledge for embodied agents

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 76c0c5d0-8ef8-497e-96e8-a8bb7369370d · outbound

This paper cites Grounded decoding: Guiding text generation with grounded models for embodied agents.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Grounded decoding: Guiding text generation with grounded models for embodied agents

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:6d7ad72d81e153b9e0b904e26d0baf2b72a65264a64410f047468e2caff8c5a0

Observation 2a00f373-f36e-424a-8eee-211bead25821 · outbound

This paper cites Mower, Sebastien Ourselin, Tom Vercauteren, and Christos Bergeles.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Mower, Sebastien Ourselin, Tom Vercauteren, and Christos Bergeles

Reference 19

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raw_fallback, observed 2026-05-24T03:08:48.701370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation a0bb624c-87a9-44dd-8ed8-be4c0520d7d2 · outbound

This paper cites Multimodal detection and classification of robot manipulation failures.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Multimodal detection and classification of robot manipulation failures

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.677235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation f8ac62d5-71ae-44e9-b1a0-b4fd652a7141 · outbound

This paper cites A survey of behavior trees in robotics and ai.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning A survey of behavior trees in robotics and ai

Reference 21

Resolution
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raw_fallback, observed 2026-05-24T03:08:48.686979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:1fcc894263a4d10a4f5950b1e8f470673a4d1b77b7ba38e2491d202df5d6e5de

Observation 7f94a812-10d1-499c-8cd3-ee5426a85c30 · outbound

This paper cites Btgenbot: Behavior tree generation for robotic tasks with lightweight llms.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Btgenbot: Behavior tree generation for robotic tasks with lightweight llms

Reference 22

Resolution
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raw_fallback, observed 2026-05-24T03:08:48.697737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:29c111c47aad5994e5b56f0cde44f186b9688acd2a52a494c83ad40c6c60aa6c

Observation da0d2625-a08d-4c83-819c-f5dcdfed40e7 · outbound

This paper cites Vima: General robot manipulation with multimodal prompts.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Vima: General robot manipulation with multimodal prompts

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.690382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 6693c0af-4af2-4d5b-a5e4-802824db475a · outbound

This paper cites HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution

Reference 24

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arxiv_id, observed 2026-05-23T23:48:39.641691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:72659c33ea376d6de76cbdd8a2a4e2140e703c0b98b0f334b94c79d86bfa446b

Observation 9548fdb9-18e9-4b2f-b04b-a945e0a7b593 · outbound

This paper cites Understanding large-language model (llm)- powered human-robot interaction.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Understanding large-language model (llm)- powered human-robot interaction

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.720409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 3c0f0a93-ebec-49f6-87cf-82b97f7cb661 · outbound

This paper cites Design and use paradigms for gazebo, an open-source multi-robot simulator.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Design and use paradigms for gazebo, an open-source multi-robot simulator

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.705246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:c840f2bb84a46954137538bb175db8b04df9a2f7d6a6688eb20f00378e0811c7

Observation 64112e74-39e2-4108-89fb-9ee5a02eada2 · outbound

This paper cites Language models as zero-shot trajectory generators.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Language models as zero-shot trajectory generators

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.713044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:73b5b3a81d8fe5026c228827a577d72cc934e95805cc34b6c34d1c5f6a30e5dc

Observation 7ce879a3-5d9d-42a2-bff5-53f7df8733c9 · outbound

This paper cites Chain of code: Reasoning with a language model-augmented code emulator.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Chain of code: Reasoning with a language model-augmented code emulator

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.608027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:9ff2bb66f46b1e284ce5c1c654fbdc6dfff1d6874dbceae9dea18ac4c6db3b97

Observation ca609441-bd62-4f8d-a671-b25b664bf014 · outbound

This paper cites Clmasp: Coupling large language models with answer set programming for robotic task planning.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Clmasp: Coupling large language models with answer set programming for robotic task planning

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.716749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:9441a97cd83a913623a58498d420d04670875f8f75821f298dd22e43fdf804f2

Observation b93cd569-17f1-4cb7-9cf0-279d94f765e7 · outbound

This paper cites Interactive robot learning from verbal correction.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Interactive robot learning from verbal correction

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.735472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:4b26108b4fb96b4e3cd6fdc9a36cf1e522c9598ccc7f0b30995754dd3fc45cdc

Observation edb959cc-17e5-4333-bcca-1eb13368f095 · outbound

This paper cites Llm-brain: Ai-driven fast generation of robot behaviour tree based on large language model.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Llm-brain: Ai-driven fast generation of robot behaviour tree based on large language model

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.727336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:71be2f37c7e59e8ee790d6dedfce6bc8a90a2ad2ebeedc4669d33361543fa393

Observation d914a456-68d4-45ec-b93c-712e504fb24f · outbound

This paper cites Robot op- erating system 2: Design, architecture, and uses in the wild.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Robot op- erating system 2: Design, architecture, and uses in the wild

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.545117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:e643ed353e6819912ca652ad50cf4754eaef5ba21fad82563b3d71b30078ddcf

Observation 5ee00d59-9989-407e-b876-94a6eeb4c32c · outbound

This paper cites Natural language as policies: Reasoning for coordinate-level embodied control with llms.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Natural language as policies: Reasoning for coordinate-level embodied control with llms

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.589703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:f3b628953638364f35b309f144484f0bb66632cdc58feab14dc614537349e93d

Observation 21c7d0f3-1ac8-4f43-9e03-7cda3f2570a8 · outbound

This paper cites Ros-pybullet interface: A framework for reliable contact simulation and human-robot interaction.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Ros-pybullet interface: A framework for reliable contact simulation and human-robot interaction

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.536492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:c66ebc6350479e055c88b5592a019f6458fc3d0e4fa9f36283ea8f34e899425a

Observation 394f9c21-1502-4966-9f9d-b7e622116bc9 · outbound

This paper cites Skill-based Shared Control.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Skill-based Shared Control

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.597127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:f8b60dec670c60e9f488a36ae9a8c57538cfbdd11bbd011148b2e39300a09a0c

Observation 8f8e7991-9331-48c1-938a-4eaf2681b668 · outbound

This paper cites Mower, João Moura, Nazanin Zamani Behabadi, Sethu Vijayakumar, Tom Vercauteren, and Christos Bergeles.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Mower, João Moura, Nazanin Zamani Behabadi, Sethu Vijayakumar, Tom Vercauteren, and Christos Bergeles

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.730824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:8bc563e252cb3decc20732f932fc35e526a2352601771941a7c676cd4947a459

Observation a5a8c3b1-d31c-4397-87f4-d6810f2f6c65 · outbound

This paper cites Embodiedgpt: Vision-language pre-training via embodied chain of thought.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Embodiedgpt: Vision-language pre-training via embodied chain of thought

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.629467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:f2972b5a124e5da58ce101b4895384e1960f6e1461f6197fd136808512bce1b9

Observation 8c3821d8-9251-4988-89d2-6fd0c81688f8 · outbound

This paper cites Apriltag: A robust and flexible visual fiducial system.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Apriltag: A robust and flexible visual fiducial system

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.604532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:273df41857706c2d0a169a563ae27062a732fedae8e0e08f067282c3c063d058

Observation b93a864e-fc07-4b72-8d96-9e6cad656e93 · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-24T03:08:48.548656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:a71eeabde6dfcfe993d4c96e1c85123cb78a9b31872bb8888b41a6c0579fd81d

Observation bf74886d-62aa-4f8d-a081-c48024a4c9af · outbound

This paper cites Murillo, and Mac Schwager.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Murillo, and Mac Schwager

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.636074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:25297ef8db4741365b293bc157c4649d257280db0efd3544d1a8155b14042111

Observation 9d86b8b5-bd88-4022-91f1-d6ae8f0514d5 · outbound

This paper cites Ros: an open-source robot operating system.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Ros: an open-source robot operating system

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.654971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:1411aa50644e9a9d43e3a855ad62e20b93a44fd4ab760606f99d1deb424cb30a

Observation a1bd71ab-4963-43a8-8e79-0da8809b4598 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Robust speech recognition via large-scale weak supervision

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.563876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:bc5d830cfe1b2483461eeb07492d8597d5bcc425af0a6873ae5bb4edb77d523d

Observation 373ed3cd-987e-42bc-b950-278dcabd3321 · outbound

This paper cites Zhao, Archit Sharma, Karl Pertsch, Jianlan Luo, Sergey Levine, and Chelsea Finn.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Zhao, Archit Sharma, Karl Pertsch, Jianlan Luo, Sergey Levine, and Chelsea Finn

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.572580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:e1807886135e1935679dc5c962096f2a168fcd2a4e43855269d640ba45464a8a

Observation d59335df-94be-43ad-a718-d4410fc2d0da · outbound

This paper cites Tenenbaum, Leslie Pack Kaelbling, and Michael Katz.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Tenenbaum, Leslie Pack Kaelbling, and Michael Katz

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.739279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:24a4035ad39f221ee5a3ae3fe7e91f8f92a0cfc6c9b0cc7564034a535673fad6

Observation aebe1dfe-d91a-46e1-8cf6-975fa24671a2 · outbound

This paper cites Progprompt: Generating situated robot task plans using large language models.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Progprompt: Generating situated robot task plans using large language models

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.625377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:35ed64d3b767f1aa8e8ed0c466806ec0bc560c6b60df39874b160190d2a0d652

Observation 14f27de6-b343-42c8-9582-d9437e89bfe4 · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-24T03:08:48.581836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:43a81677a720c7893f328ec1c9a7535e357ca228c2df8d68fa82ae11525177c2

Observation 2563f095-cb65-47e5-9ba8-37b9c644101c · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-24T03:08:48.642888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:55f95e335ccc3e4dd73f9b10910fbf15ad5a21f5c9fcca21237377872da383e2

Observation 3437f1d6-2e56-4d06-9ff4-2e54170035e0 · outbound

This paper cites Llm-planner: Few-shot grounded planning for embodied agents with large language models.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Llm-planner: Few-shot grounded planning for embodied agents with large language models

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.601142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:53627b187cb9fb0b19e42911d0ff82967f8059fe9f0eceb2b798cbc9fb49c981

Observation caa34003-07e2-4d8b-9140-d7594ab48881 · outbound

This paper cites To help or not to help: Llm-based attentive support for human-robot group interactions.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning To help or not to help: Llm-based attentive support for human-robot group interactions

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.556003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:3f3c2a63413880d11000ed3812b50bd6fa9f802c29ff27b470e0646ba42dbcad

Observation e551a901-cde3-4898-8450-961582b9eae9 · outbound

This paper cites Llama: Open and efficient foundation language models.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Llama: Open and efficient foundation language models

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.577864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:43cee698b732dd902ecbf1686c7092a6a2c97316c14227c380d6cd4b0441b3c6

Observation f476ed12-ed21-4853-aa5c-5e0cda71db3f · outbound

This paper cites Trinh, Yuhuai Wu, Quoc V.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Trinh, Yuhuai Wu, Quoc V

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.622046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:610736cbff47b0e2033c8ac1d5e715cf4e5f839ad14dacdf306b9d94d936d4af

Observation 141b416b-5c91-4f5b-965d-b45ae8b47bba · outbound

This paper cites Why can large language models generate correct chain-of-thoughts? 2023.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Why can large language models generate correct chain-of-thoughts? 2023

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.585806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:6bccc4e32a1a3e197b0ced6c4736f4e5f56ce83e635ce425c15fb431901f369c

Observation 8961f5cf-c479-4a61-9493-734ff52ebb28 · outbound

This paper cites Attention is all you need.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Attention is all you need

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.709409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:974467d1ae168e458dadeaee581aad4b81682b665ac06dff1ed6e08b07844a38

Observation 8ba40821-3e0f-4588-a4e9-1ddb09a19038 · outbound

This paper cites Performance and usability evaluation scheme for mobile manipulator teleopera- tion.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Performance and usability evaluation scheme for mobile manipulator teleopera- tion

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.593544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:ac6a51cb0c7f973b2bc85649765bed5f625d783d399b9ff8da5e965f1d246bbf

Observation e293bf80-db5f-4f7a-8d4f-1c7d1a96fa62 · outbound

This paper cites Llm granularity for on-the-fly robot control.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Llm granularity for on-the-fly robot control

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.541164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:c4b992a6ce0ed05214b842e749816eaba211f20043ad2d212ff9c775ae7e178c

Observation f281316a-4158-4a1f-aa3f-a91236006537 · outbound

This paper cites Chi, Quoc V.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Chi, Quoc V

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.568041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:db3207beec575355372a0d3fee2af6ea457983e2e42156d41a573a0cf66d17ef

Observation dd21e0ec-3b74-48a9-a9a1-73f406665384 · outbound

This paper cites Large language models for verifiable sequential decision-making in autonomous systems.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Large language models for verifiable sequential decision-making in autonomous systems

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.552234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:4468adcaa70c870cc3cc2dc3e715acc3ec5246101f227576f3899677551d1df8

Observation 27488a3a-cfbe-4839-a009-4a4861f8ba45 · outbound

This paper cites an unresolved cited work.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-24T03:08:48.746107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:f5ddbbfabdf48cfe4e047b3c9d525c0ab22e4ac8c71fa74ca23c8888888a5604

Observation a3beb527-f746-4a5f-8b63-6ae823ee19b5 · outbound

This paper cites Socratic models: Composing zero-shot multimodal reasoning with language.

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Socratic models: Composing zero-shot multimodal reasoning with language

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:08:48.742867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T23:45:54.903352Z digest=sha256:ad4c8160bd89718b1929ce1f983e591e0528fa3045310c92270d9539214ab798

Pith citing papers

Observation 9fda065f-2be2-4745-b104-90e21d4c0d34 · inbound

From Prompt to Physical Action: Structured Backdoor Attacks on LLM-Mediated Robotic Control Systems cites this paper.

From Prompt to Physical Action: Structured Backdoor Attacks on LLM-Mediated Robotic Control Systems ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-13T16:48:02.784047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T16:47:10.678447Z digest=sha256:4b3357479d8dd6b708ee810a94b92741b19939814ad923678503ed7bac945b28

Observation 68857ce3-e3a9-4f33-addd-58bcd3553893 · inbound

ORICF -- Open Robotics Inference and Control Framework cites this paper.

ORICF -- Open Robotics Inference and Control Framework ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-12T03:56:19.569240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:54:50.025121Z digest=sha256:e080b5d2f3dbf05890e2ee9c64deea139071018f61927b0ddfb2c76d1aa34a3e

Observation 46c6ac00-3ff7-49d5-b355-13cac29bdae3 · inbound

As You Wish: Mission Planning with Formal Verification using LLMs in Precision Agriculture cites this paper.

As You Wish: Mission Planning with Formal Verification using LLMs in Precision Agriculture ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-07-03T21:49:00.091742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T00:06:39.276132Z digest=sha256:61ce36bd6bda6db21014a130fe5b7bc5c6151b68d8ce8012b5563d47acdc81b3

Observation 074bb7ed-3458-47f1-8c43-ac62ef323cdf · inbound

HoloAgent-0: A Unified Embodied Agent Framework with 3D Spatial Memory cites this paper.

HoloAgent-0: A Unified Embodied Agent Framework with 3D Spatial Memory ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-07-04T10:49:46.531085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-26T08:27:15.889885Z digest=sha256:ebc88c33283d01d04a6a219052d3ed62f081d35a868a07a88213f7e90e17f889