Pith. sign in

Paper Citation Record · LEDGER

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models

As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.15462.

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

pith.paper-citation-record.v1
2412.15462 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:27:19.591639Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact1
  • verified fuzzy20
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e126977-82cb-4e73-a64d-7739c324c9ef · outbound

This paper cites Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.303416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.303416Z digest=sha256:586cfc930ab8da0c7db3d9f6c45c4bb563e3a35c27c3d783e60236faf39fc341

Observation 8bb190bd-d04e-4a04-a9a3-e795b6033684 · outbound

This paper cites The challenges and opportunities of human-centered ai for trustworthy robots and autonomous systems,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models The challenges and opportunities of human-centered ai for trustworthy robots and autonomous systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.706509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.309637Z digest=sha256:3055f8f9275d4afe619f206a84c9314cf36f2ee4665c47971be29fc77a1e5d8b

Observation 77c051bc-0180-4aaa-8921-924b35dcc86b · outbound

This paper cites SayTap: Language to Quadrupedal Locomotion.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models SayTap: Language to Quadrupedal Locomotion

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.315437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.315437Z digest=sha256:3f202aa971549a137aa42eeede00da475487395b14ce64f6270d67a798e7f442

Observation 081d9749-2d67-4a71-b468-f6c5779c5a6c · outbound

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

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Language models as zero- shot trajectory generators,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.685347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.321641Z digest=sha256:e73b42e2ffe54dcef449037c83cac81452749b50da8d42f492fc57cec1ee836e

Observation b6aa7aba-1235-4ef0-be34-55b563ab9ea8 · outbound

This paper cites Formal Synthesis of Controllers for Safety-Critical Autonomous Systems: Developments and Challenges.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Formal Synthesis of Controllers for Safety-Critical Autonomous Systems: Developments and Challenges

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T11:27:20.079387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.327961Z digest=sha256:4abc2253bd232ae770fbfd02b7f8d55c6df4469f8dc63077a32f2e449f66f9e3

Observation fa537e19-3021-485b-9452-e9532e81ff83 · outbound

This paper cites Using formal methods for autonomous systems: Five recipes for formal verification,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Using formal methods for autonomous systems: Five recipes for formal verification,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.667961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.334430Z digest=sha256:8237d856b37d9fab4694a745e985fdfcfa1e4850665bbc49ffaceeb092fbc448

Observation 40365920-23d6-40c8-bff9-aa24f85f6faf · outbound

This paper cites Do as i can, not as i say: Grounding language in robotic affordances,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Do as i can, not as i say: Grounding language in robotic affordances,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.341591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.341591Z digest=sha256:ec0e2bc9a96430e7d05f1ae207cff2e19fe6eda35cd761eee0e7f797a677a4b2

Observation 413ee884-f60d-4cc6-b4ca-ff9a22b4c061 · outbound

This paper cites Robotgpt: Robot manipulation learning from chatgpt,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Robotgpt: Robot manipulation learning from chatgpt,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.639337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.346951Z digest=sha256:fd5aa53afcd4935e06410628a2aefe107e952d65fbbd700bcf0464d4a071f4e3

Observation c5c6ec65-4e62-4eff-bb18-b69d7a345471 · outbound

This paper cites Interactive language: Talking to robots in real time,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Interactive language: Talking to robots in real time,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.352134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.352134Z digest=sha256:e98a4f8f5f709e02f6d3a8ee1e7073c95ec1a68d09e11c70f18ba5a2a34fce18

Observation fa7b8786-2741-45e6-990c-7f7bb9ab8eae · outbound

This paper cites Chatgpt for robotics: Design principles and model abilities,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Chatgpt for robotics: Design principles and model abilities,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.357491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.357491Z digest=sha256:db4887515878357a1958c6221190d0fc040d74b46d29e63d76d12bbd4ddb5ac5

Observation 2cc31590-13a6-4b17-9aa0-a1e3039dd12b · outbound

This paper cites A review of human–machine cooperation in the robotics domain,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models A review of human–machine cooperation in the robotics domain,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.600824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.363559Z digest=sha256:f10f17c398dbd5c8035031c595c3549ff171716a0217899559537ade640b26f5

Observation e498140e-0968-4f1b-80c0-ea377b12b5ed · outbound

This paper cites From gap to synergy: Enhancing contextual understand- ing through human-machine collaboration in personalized systems,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models From gap to synergy: Enhancing contextual understand- ing through human-machine collaboration in personalized systems,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.583157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.369149Z digest=sha256:317c303e2c1127b4f3e80a033e5e976c8827bff0b55967689f3d03830ef3d291

Observation 88e31f52-0163-42a3-b031-95f5768cd9cf · outbound

This paper cites Inner monologue: Embod- ied reasoning through planning with language models,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Inner monologue: Embod- ied reasoning through planning with language models,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.374281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.374281Z digest=sha256:5af1ed300575f722cabde2a80416e368fe63185af6c2b7e3f0520f325f41eb0e

Observation b62b81d0-708c-4b15-a734-a6dc605ebad3 · outbound

This paper cites CoPa: General Robotic Manipulation through Spatial Constraints of Parts with Foundation Models.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models CoPa: General Robotic Manipulation through Spatial Constraints of Parts with Foundation Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.379616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.379616Z digest=sha256:74d058121bce2faae708629899807fe3f3f6faaa17978d50d74d48f7a4cbd1b6

Observation ac2c79a8-1dfc-4780-9acd-9a9864b81d08 · outbound

This paper cites Code as policies: Language model programs for embodied control,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Code as policies: Language model programs for embodied control,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.385037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.385037Z digest=sha256:c2ead18a7943354cbf2f479b438a80a10a95d35946e510a008af834781d0774a

Observation 11e21be2-4301-4a9b-bd42-56aaa02fa9d1 · outbound

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

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Progprompt: Generating situated robot task plans using large language models,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.390327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.390327Z digest=sha256:c1b052ef6a86b8c450ebac03615e5cd5eb6bc8dfbce454afc2fbd8e44a36502d

Observation d9d1ea1f-a5bf-4b98-99a1-ec66143d80d8 · outbound

This paper cites Keypoint Action Tokens Enable In-Context Imitation Learning in Robotics.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Keypoint Action Tokens Enable In-Context Imitation Learning in Robotics

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.395413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.395413Z digest=sha256:81e7f0e70bbd673bdf5f4f36ffed74ab5c8de164f2e4f33fde78d9b5125aaf8c

Observation 025160d4-0b69-4d2b-88e7-e280d9f9dae2 · outbound

This paper cites Large Language Models as General Pattern Machines.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Large Language Models as General Pattern Machines

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.401124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.401124Z digest=sha256:fdb3766a6aeb4e5091d55b2658f3cb5c3bbf94e63736b3ee5ad5da8ab417c498

Observation 72a9c6db-05b1-46ba-99b9-1a1c9ba17f77 · outbound

This paper cites Understanding urdf: A dataset and analysis,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Understanding urdf: A dataset and analysis,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.529324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.406884Z digest=sha256:3e43de6ca00d08e1ae2f970ecf1f2a2987795971bcc750d2e05cbdd40194e2b4

Observation d807d58a-41b8-464e-9c79-41d63b639c59 · outbound

This paper cites GPT-4 Technical Report.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models GPT-4 Technical Report

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.412269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.412269Z digest=sha256:52d621c92b31849a995c21d50c3bb7643b31519e43f166e09d81e270a0678045

Observation 00815200-6ac8-4844-a9bb-27df077cf33c · outbound

This paper cites Human-centric autonomous systems with llms for user command reasoning,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Human-centric autonomous systems with llms for user command reasoning,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.507214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.417853Z digest=sha256:3c24e11b933555105795b0c5f2205e658c1d8c6567c42fb1d714a78054fd8e9e

Observation 83929587-067f-403b-bd90-c6a2bdbfb2d0 · outbound

This paper cites From LLMs to Actions: Latent Codes as Bridges in Hierarchical Robot Control.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models From LLMs to Actions: Latent Codes as Bridges in Hierarchical Robot Control

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.422879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.422879Z digest=sha256:f7cc39f71d1eae06bb68a6f476ed9fba89b3bf3f6ca0ea1d56fc16354bc8bb83

Observation efb31053-dfb6-4f16-a944-c5390a4da295 · outbound

This paper cites Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.428386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.428386Z digest=sha256:f03991ac501f8c5022fefef2ed96ac31d6ee7162e1d5bc80488f02f34a632026

Observation fd39659e-5f24-4fda-9b2f-9972827f8e86 · outbound

This paper cites Awesome-llm-robotics,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Awesome-llm-robotics,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.487950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.433820Z digest=sha256:9ff35347b603df51f59476e04ef7823e7311d37cdaf5d2b5aac254689d896109

Observation 651452b7-3c43-4b4c-a4db-e0bb5fe95700 · outbound

This paper cites Kambara, C.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Kambara, C

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.469010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.439217Z digest=sha256:341294d950e3df4212922691219de23a01ccb677b307bf5e7ad50c27864b7f84

Observation 3f32d7e5-0e5f-43ea-94c8-7bba982cba3b · outbound

This paper cites Lifelong robot learning with human assisted language planners,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Lifelong robot learning with human assisted language planners,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.449956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.445017Z digest=sha256:4d7890a80cfd0aa9d538e734127b83959e96561ef1c31ce4cbe3b597903c817e

Observation 69bc820b-b801-4004-89c4-10ccdb0bc228 · outbound

This paper cites Plan diffuser: Grounding llm planners with diffusion models for robotic manipulation,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Plan diffuser: Grounding llm planners with diffusion models for robotic manipulation,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.426969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.450974Z digest=sha256:45a2b4b3a7325ef6c58dbf9030165f1ad573df715b8ab3b1e1d4c1c5f510bbe5

Observation 55e11053-e513-4c96-ac46-5c79736d3fb4 · outbound

This paper cites AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.456174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.456174Z digest=sha256:03a996fb50fdbff6faee8a81c985c9b7495a6585a0b2b6c83d3a7bdfe6cac468

Observation d7609b9f-52fc-4955-9a70-34271d20573a · outbound

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

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Llm-planner: Few-shot grounded planning for embodied agents with large language models,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.462588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.462588Z digest=sha256:27338a4c97699216f8ced18b55c4c092437e68d87797d3b25d60b9d220153aeb

Observation bc7b135a-7dc9-47dd-8700-d66dc6dedb39 · outbound

This paper cites Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.468765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.468765Z digest=sha256:d00164db335b8e26ab19f9ebdf8526890e1737784a4e2995888520eefab06478

Observation 77812d4c-2ea0-433f-89f2-f8e37b666a80 · outbound

This paper cites Cliport: What and where pathways for robotic manipulation,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Cliport: What and where pathways for robotic manipulation,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.475255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.475255Z digest=sha256:19e129881c80907783aef7981ec2045350fbb80e1ac8d6c7d5bf93140b8ab10b

Observation 34dc3e7c-529a-4984-a6a5-acb792ea82e8 · outbound

This paper cites Generation of robot manipulation plans using generative large language models,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Generation of robot manipulation plans using generative large language models,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.380994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.481909Z digest=sha256:35275eeaa2877605cfd4d29cf0b0505da45d87fd06229c1e31a6b80b4aa5c0cd

Observation 0287ff68-8ebe-4ef8-a059-b40391d5baca · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models ReAct: Synergizing Reasoning and Acting in Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.486562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.486562Z digest=sha256:bbf81fd767d019869e90098ca61b008138670d569c09a85dc000aad8e977df8f

Observation 3f0010ab-5100-4fa2-9cfd-961cf7b53464 · outbound

This paper cites VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.492238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.492238Z digest=sha256:05e72e8dfc11a9e21a557c5ff8f9851244d5b629a7a209a0a8b0f2d43a4e8f8b

Observation 47da3878-b210-4adc-9219-1b14ad0fa09f · outbound

This paper cites On the Measure of Intelligence.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models On the Measure of Intelligence

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.497706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.497706Z digest=sha256:ccf863d48ff62a61b2811acc9f9b3a96b54baa9197c346e9880447bd11666b8c

Observation 72956db1-c806-44d5-a802-c18971e441de · outbound

This paper cites Gymnasium,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Gymnasium,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T11:27:19.503373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:27:19.503373Z digest=sha256:0c67719cd5c4fb985d9ede77338c1da60ceefdacdec62c9ae6cc0c8c60b35128

Observation 65cdbc6e-7435-4ddd-ad3a-ec2de8a26f19 · outbound

This paper cites sydney.py: Python client for copilot (formerly bing chat),.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models sydney.py: Python client for copilot (formerly bing chat),

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.358087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.509000Z digest=sha256:7d57ba422ac35d7fdc2cbf58e852fc2ee02b32b5fe2da76a318896fbf9ee0faa

Observation 09fea126-cce6-4d24-ae65-0c3484e9af49 · outbound

This paper cites Ros-industrial repositories,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Ros-industrial repositories,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.336701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.514737Z digest=sha256:60de4303f43eb9be0d655c3312bd5b87813a00e112a6bab8c9f6e1f44ccc48fb

Observation 26b82132-1d3b-4762-acfc-a8679f1e2c3b · outbound

This paper cites Gazebo classic: A dynamic multi-robot simulator,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Gazebo classic: A dynamic multi-robot simulator,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.313536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.520153Z digest=sha256:219f3f3e3f8f93458c0aac79ed49c5c73761a88ff5af15a4c3f3cb616d4784b6

Observation 8b6002ea-47cd-425a-bc70-9d18d441436c · outbound

This paper cites Mermaid,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Mermaid,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.297267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.525364Z digest=sha256:115ad479274bd4d0a23093edbbf335f3a9edfce78fe53a496e99324dd45aa2af

Observation 573077ca-237f-4b1d-a36e-d82b7fa3dbbd · outbound

This paper cites an unresolved cited work.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:27:20.279870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.531611Z digest=sha256:87b0fc083b6581357f759ec7be3c2f0aa1fd0bcc11dbc44856b62fbc87c6a5cb

Observation 156af79c-5433-4315-ab7d-6c056da3e560 · outbound

This paper cites an unresolved cited work.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:27:20.263552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.537838Z digest=sha256:5da0e10289dc04b2a51bedbbfff5e7beea0d0377af76317b67b1f8a2c2751081

Observation fd7473fe-860b-42bb-8b9f-68cc21588069 · outbound

This paper cites # General Pattern Rules The following are rules for describing the robot movement patterns:.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models # General Pattern Rules The following are rules for describing the robot movement patterns:

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.246806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.546517Z digest=sha256:edd42298c7343695b79392f8e94950aafd9690fe78c898d2258aecd510f7f044

Observation 99dfce99-c409-4747-9e0d-e8d595273236 · outbound

This paper cites an unresolved cited work.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:27:20.228382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.553449Z digest=sha256:7c4182f04d9726a97b54687c4ddb2308926787ea95e277b7298954f8ab80899e

Observation 3ce7717f-5bc6-4761-87a4-b0df7b0c1d1a · outbound

This paper cites an unresolved cited work.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:27:20.208250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.560511Z digest=sha256:135d62c6815952ac4253e0ee6c052c34023f3a497c4aac65313850ca4e43b36c

Observation ef66fd4d-c192-44d0-93ba-7987b1e3cfda · outbound

This paper cites an unresolved cited work.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:27:20.191130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.573617Z digest=sha256:a6284f8192d20b252c1fef65c0600419f952860cc03b89fde310a6d5c6fcb6cc

Observation 7f00580c-4ac1-441a-a460-c04a09669a72 · outbound

This paper cites an unresolved cited work.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:27:20.174330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.579074Z digest=sha256:c79f60876033242c5b5af2c77b48afd3f4d0df42a7214e82603acbff2f125654

Observation a2ae23a7-8308-4bae-9573-e40bfa00ac22 · outbound

This paper cites X" for the movement in the left or right direction,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models X" for the movement in the left or right direction,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.156094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.584701Z digest=sha256:7869c682d1722647f56829d3c21c582fc3cb0934c0ef160c571371b281794fdc

Observation c1d0f358-477e-4150-b3c6-32c1d33de2c2 · outbound

This paper cites 0" represents no movement in that direction,.

TalkWithMachines: Enhancing Human-Robot Interaction for Interpretable Industrial Robotics Through Large/Vision Language Models 0" represents no movement in that direction,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:27:20.138570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T11:27:19.591639Z digest=sha256:5d878695fb2a43d9522f72ea365da3129ce7395d87b8e809b7a3e3da24a0138f

Pith citing papers

No inbound Pith citation observations are available.