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Paper Citation Record · LEDGER

Robot Operation of Home Appliances by Reading User Manuals

As of 19 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2505.20424.

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

pith.paper-citation-record.v1
2505.20424 v2

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:59:23.630750Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

76 of 76 outbound references displayed

  • verified exact2
  • verified fuzzy18
  • unresolved55
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 415d5b29-877c-4802-8cd3-4bce700985e7 · outbound

This paper cites Jiang, N.

Robot Operation of Home Appliances by Reading User Manuals Jiang, N

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:32.070883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:17.888108Z digest=sha256:c19dd6cda9b239be7f3189680378c5d7de4f4885c5c355933cc7cb4c6e346ad4

Observation 337ee441-0440-49f5-8339-908419582ad9 · outbound

This paper cites Manuals library.

Robot Operation of Home Appliances by Reading User Manuals Manuals library

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:31.890326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:17.964583Z digest=sha256:4c4c579fb6ccfad30e3136afcd7c9bc3ba7e9fb171e7aa51fc68d5e9d66e0ccd

Observation 250ee76a-ab5a-4313-85a7-59757cc8fd94 · outbound

This paper cites Digital library of free & borrowable texts, movies, music & wayback ma- chine.

Robot Operation of Home Appliances by Reading User Manuals Digital library of free & borrowable texts, movies, music & wayback ma- chine

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:31.756361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.068303Z digest=sha256:3aaef2d414def022a323127a0421eec22d8027c03364b1e79f0d3fbcc43e8c4d

Observation 8c1716a8-8272-43fe-a243-9fb7d044ad8c · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:31.555586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.229671Z digest=sha256:7e45c38b4bcfcaa840a51694eb7de1a11b37675153e5d584393c4ae1e246f5cd

Observation 735fe65a-4164-4663-aa34-3444117409b9 · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

Robot Operation of Home Appliances by Reading User Manuals Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:18.287547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:18.287547Z digest=sha256:d01c9796e85e7690e02461c20bda7a8023d5c50c494e8ccc47f7a8f50381bee8

Observation f0660ab0-4da1-4423-9471-c29273d20d3b · outbound

This paper cites GPT-4o System Card.

Robot Operation of Home Appliances by Reading User Manuals GPT-4o System Card

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:18.368691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:18.368691Z digest=sha256:b905742daf768ecd398593b09a441916581d4731646abcae443b7c2199433c02

Observation 5637a27a-d30f-4762-a36c-626f54c29325 · outbound

This paper cites Wang, C.-H.

Robot Operation of Home Appliances by Reading User Manuals Wang, C.-H

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:31.325768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.467170Z digest=sha256:3b640bdff7614f2197765dcdc29a2863bd0944edec2a85db975bbeb6a1222180

Observation 61b9a52c-f0ae-4f14-893a-7fa851390851 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:31.215959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.529101Z digest=sha256:15ed114e67989423fc5bfb1c8a3a1ae833b00d12874d5c5a963d27b5505d87e5

Observation 71c2c7c2-7b30-4dc3-b936-a0a2886aa296 · outbound

This paper cites Nguyen, T.

Robot Operation of Home Appliances by Reading User Manuals Nguyen, T

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:31.099737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.590405Z digest=sha256:c947ce5350340e1a7a6c7826cedc7c865d5638440d810f927f91bc0047cd2293

Observation 55347154-0e52-4bb3-8d98-0f42ae40a6b8 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:31.009376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.677365Z digest=sha256:7429244a2811ed4bfa3c32b500d16b5ec2708b38d6c3454512ad415cc0da8eb3

Observation ad038e33-759d-4344-b358-99c3c1296388 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:30.937326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.723056Z digest=sha256:6549721b802e6fa7446c49f2f92e05c11d4acb6e853b969b4455f70b53a88f92

Observation cb2bb784-f9b2-4d38-b94e-8adac4f0fa68 · outbound

This paper cites Yuguchi, T.

Robot Operation of Home Appliances by Reading User Manuals Yuguchi, T

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:30.771760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.774963Z digest=sha256:14cb9baa1d20d2f7d643e048736623ad8399d16c2718d29766ee249970957e1a

Observation ac678834-06f8-4353-b47b-aad1452aaf14 · outbound

This paper cites Verzic, A.

Robot Operation of Home Appliances by Reading User Manuals Verzic, A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:30.608989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.845807Z digest=sha256:1d7ba2f33eed8abf1f1d82b6954a88e6ef8e21ed9ec333ef8176ce58506f05dd

Observation 3f183865-523b-435f-a95d-aa7095d759ea · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:30.486452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.927922Z digest=sha256:8ad320852c9a8b93c5e7ef50e5f2018b8fa25c2122a3f1c5f8bda87fa7b395a7

Observation d3ddb9f6-6419-4d06-b354-15fb00422c19 · outbound

This paper cites Sukhoy and A.

Robot Operation of Home Appliances by Reading User Manuals Sukhoy and A

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:30.325226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:18.972632Z digest=sha256:e7b05fe552b310b2b4399a88051fd2291008922cff33b27a6b2b4cf2b1de5910

Observation 91bf319a-ecd2-4254-aeb7-df7068cf1e9f · outbound

This paper cites Foundation Models for Decision Making: Problems, Methods, and Opportunities.

Robot Operation of Home Appliances by Reading User Manuals Foundation Models for Decision Making: Problems, Methods, and Opportunities

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.086308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.086308Z digest=sha256:f7bdfdb2cf50a13f07131ad2be46b6e6e436ad9743e50b9647e6c53618d1659f

Observation 14b6b6dc-a1b5-4332-81d3-3e4afd6f2e03 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:30.180039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:19.149945Z digest=sha256:64ee8782678e11da527b4bc76a7c0c8d72c1332674fb95d0cb11a80733f91de3

Observation 684c4ab4-a32b-4eab-a72f-54952585a269 · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

Robot Operation of Home Appliances by Reading User Manuals LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.215285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.215285Z digest=sha256:5cfcff821f947109c26e80100338a74eab3df4ab74166929c858fbeef8256537

Observation b016c06e-c838-456d-af5c-833eb1932964 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.959508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:19.278804Z digest=sha256:43da8b2b3251af1be49b93dd60b88af86c64144505cc34bddb20e741cba39506

Observation 81eef3f8-cb1b-4b31-8c09-081355ece6d5 · outbound

This paper cites COAST: Constraints and Streams for Task and Motion Planning.

Robot Operation of Home Appliances by Reading User Manuals COAST: Constraints and Streams for Task and Motion Planning

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.340963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.340963Z digest=sha256:108eb0e99d55d4d1c89f05c55b974c60a1756227992558e7fc16e36e5c2e445c

Observation 5fa8b075-3fb3-4494-a178-1fcaecf5e19d · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.446164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.446164Z digest=sha256:91aacd9af898446b9cbb661bedfc5a308d19f27aa09eee0878f352184a122b42

Observation a745417f-857b-4112-9d87-bdec275ca702 · outbound

This paper cites Liang, W.

Robot Operation of Home Appliances by Reading User Manuals Liang, W

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.480023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.480023Z digest=sha256:49edf876e6e714b82bb5fe6a4e724dd6617101c2aced5f8e6d01bdae8c4900ea

Observation f1f65fe6-3b4e-4141-83fc-1fe03b27666d · outbound

This paper cites Singh, V.

Robot Operation of Home Appliances by Reading User Manuals Singh, V

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.568000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.568000Z digest=sha256:c911e59c0b7bfab3275c5d23afb09913697e0c58bf19474d14264c42fbf80127

Observation 71c777de-3642-46e7-9471-efc2a1cf2797 · outbound

This paper cites Schick, J.

Robot Operation of Home Appliances by Reading User Manuals Schick, J

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:29.805648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:19.683599Z digest=sha256:3e8c442a5436dd78846cf5f6b3af548cb9d96b331800bc5d3214986b4fb29a25

Observation 208b0b91-8c93-4c94-8185-a9ad2cfaef2b · outbound

This paper cites In-Context Learning Enables Robot Action Prediction in LLMs.

Robot Operation of Home Appliances by Reading User Manuals In-Context Learning Enables Robot Action Prediction in LLMs

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.748708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.748708Z digest=sha256:95aa3d9bf7778e3af95d6eb084b9c8f6739ad96d21b47e7f0154fdb5f721e04d

Observation c0db4382-ce40-4bc4-98e5-345b2cd45714 · outbound

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

Robot Operation of Home Appliances by Reading User Manuals ReAct: Synergizing Reasoning and Acting in Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.806076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.806076Z digest=sha256:6dc203a59a26cb589e826a39903733e7b564752cdf8b4629f33a3036ff7e812a

Observation 304d999b-af05-4522-bc6f-2f97ea3014ba · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.620688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:19.845632Z digest=sha256:53d77c632724555baa4855f0d6c38d869a89604730b628429b76dfe195622cfa

Observation 75284d58-beff-451b-90e4-3a6e701e1519 · outbound

This paper cites Shinn, F.

Robot Operation of Home Appliances by Reading User Manuals Shinn, F

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:29.488128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:19.899037Z digest=sha256:bcac7d651133857f6b19e19facb5b56f24e1338eac8435f3ed99c5ea29535f61

Observation cb15e6d6-f6a9-4ca5-8732-06fd6d947127 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.363619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:19.948319Z digest=sha256:bc5ee1e2f1628904493c53a07bc172031dcbbc71c96d485e94f758f96d0ea4e1

Observation 99bf232e-aa0d-4ccb-b214-a4eabfefb4e3 · outbound

This paper cites Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors.

Robot Operation of Home Appliances by Reading User Manuals Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:59:24.333113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.015555Z digest=sha256:e3e40b8db134c770149911488415e8ecbf2d3822e4a1265ae96e5bb3aa175091

Observation 21987c0b-dbe7-4bf8-8d00-b50da80ef9cc · outbound

This paper cites RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation.

Robot Operation of Home Appliances by Reading User Manuals RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.106133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.106133Z digest=sha256:922f979492d86f8cc5873bcbf153e4c74bdc8d3eea2d217d63650a7c48cf9884

Observation 0a1c321a-5d6d-44a4-8ec3-42011ee852d7 · outbound

This paper cites LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning.

Robot Operation of Home Appliances by Reading User Manuals LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.173739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.173739Z digest=sha256:46da36b9abc265eb674f644f1831a851ba955bced9969a1f7f6b604adea36532

Observation 43eec307-60ef-40be-acf4-52421ce37d9b · outbound

This paper cites LLM-BT: Performing Robotic Adaptive Tasks based on Large Language Models and Behavior Trees.

Robot Operation of Home Appliances by Reading User Manuals LLM-BT: Performing Robotic Adaptive Tasks based on Large Language Models and Behavior Trees

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:59:24.127459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.208665Z digest=sha256:fe13863fbd71f1b952a764b52d189835c47069331e4ce883c7e0b9840630be10

Observation e75eee47-74e6-43de-8489-fa29f472543e · outbound

This paper cites Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions.

Robot Operation of Home Appliances by Reading User Manuals Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.266678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.266678Z digest=sha256:08e0590f66a7d744399f906782eaa0c2c500b8bea1f7b2dc026e8fdbbdb892cc

Observation 27a9cebb-d915-4d9c-a6a0-44ff9621916b · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.199393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.332329Z digest=sha256:08aecdbb9e067e99f21e508727cbc1b45614a3b3122a1b4f019c3fa455c04a63

Observation 9fbf3cd1-b088-4e22-87b7-ecf36d5f5cf3 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Robot Operation of Home Appliances by Reading User Manuals Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.377078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.377078Z digest=sha256:fcb947b620284e148dc4039f1ff90752b1f76633caefccdec6ff5b336a4623eb

Observation a82ef528-9693-426b-a3d8-9302d84eb22a · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

Robot Operation of Home Appliances by Reading User Manuals Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.433804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.433804Z digest=sha256:ba6b782a65c2bb97b4f1de0fdffe75d71fb0ec606de3e7b949c09740dee905a4

Observation 9cb3478b-5ca3-4a93-817b-cc02d7eb6b4b · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.016396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.485663Z digest=sha256:e484aa448c7da542c3f4b6db96d204a0ff3af711ae77239919e9f31a1ec736e9

Observation 8b86a208-dceb-4ac4-8346-f878c9c42cf5 · outbound

This paper cites LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning.

Robot Operation of Home Appliances by Reading User Manuals LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.543884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.543884Z digest=sha256:3d7f836a8634e6143f1ab492b7f5f90405b49f875727dc6566232cbb5131eadb

Observation 748ebd8d-e6ea-4725-9555-eea415e04720 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.803711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.652019Z digest=sha256:7cde62b406e0d589a740be3b40e4a6cf45e1214cb3839c5150c35bcbd9abd475

Observation 98cdc8b3-bb16-47d4-b213-d3338e2893fb · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.666114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.748461Z digest=sha256:73ef356de32cf699fafd31a3d78d0682611393f40066c28a60c10ef08e57ec4c

Observation 6febecc7-9c18-4a2a-8d5a-e1ae19e1c5df · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.492766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:20.795463Z digest=sha256:e721c25aeefb13d22294d0ec9f6b898141f03554629ac2363d54f0ce35297a6e

Observation 2cbe78fd-17a3-46a6-b0fb-d41662341ecc · outbound

This paper cites Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities.

Robot Operation of Home Appliances by Reading User Manuals Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.850350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.850350Z digest=sha256:a6c06555c5a62a36bf5659eed4f9531e3b5ba84cf160cc284f9df701ddfacc15

Observation b962a559-17a2-4d24-a6ff-3fa1952bed51 · outbound

This paper cites DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning.

Robot Operation of Home Appliances by Reading User Manuals DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.902346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.902346Z digest=sha256:021d792494900820847a9cc33033c653757f48f4c206cba364ac20e737903350

Observation ee4c5860-43ae-4db7-8a57-98120c1860e9 · outbound

This paper cites Fine-tuning Large Language Models for Domain-specific Machine Translation.

Robot Operation of Home Appliances by Reading User Manuals Fine-tuning Large Language Models for Domain-specific Machine Translation

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.018433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.018433Z digest=sha256:ef57a0d731b2e66476affbecab0599593567c8ede3f2e2430115450e5014568f

Observation c232dfc9-c9b1-4ed3-a676-01ef070f2669 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.245784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:21.057570Z digest=sha256:0eff31aa2c46db4460fd6e8d8838744e90573c5876c394a5b1638e8b1556cac6

Observation 99bf2b3c-b90b-4b78-8458-fc9ea7bf4035 · outbound

This paper cites Nguyen, J.

Robot Operation of Home Appliances by Reading User Manuals Nguyen, J

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.141787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.141787Z digest=sha256:4069aede4280c63ceba9c9c0c78ab830d6e45389c7fbc1d6f838ef0c467f7d2d

Observation adabb252-8b58-4786-a20c-f71bcf61120b · outbound

This paper cites GUI Agents with Foundation Models: A Comprehensive Survey.

Robot Operation of Home Appliances by Reading User Manuals GUI Agents with Foundation Models: A Comprehensive Survey

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.208126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.208126Z digest=sha256:fb4c0852f7bb3d6cadb68c2bf3ce305d93455e7c83d59cfadf812f5bbd12ea49

Observation 08b32931-6d23-4a3f-b286-636e4c9d3b6b · outbound

This paper cites Li and Y.

Robot Operation of Home Appliances by Reading User Manuals Li and Y

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:27.997291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:21.274034Z digest=sha256:7553905ff53174bf221e8a82504a966972657407d4c89d21838b8dcc1dd17af1

Observation 3ce5993e-3869-4267-a511-52675492a286 · outbound

This paper cites SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents.

Robot Operation of Home Appliances by Reading User Manuals SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.364310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.364310Z digest=sha256:2c482fd7dd5782b989ffebdfded1ab3d878804a5b0942ca5085df194d4921083

Observation b4c14da8-2da7-4dd5-8b49-f199d0b1edbf · outbound

This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.

Robot Operation of Home Appliances by Reading User Manuals OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.421746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.421746Z digest=sha256:828b2dd67ee17d2a0c2fa9140eb9cb1b4da39d227421389ab99e40f60f946dc1

Observation 6aa63473-633c-4947-95d9-f3d05359ec7d · outbound

This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

Robot Operation of Home Appliances by Reading User Manuals Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.492760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.492760Z digest=sha256:a515d785ab0d3b85ee6d76def582a5c006a4c50be6a787f393a0c52b0915ee87

Observation 7e32b965-dfb0-4ce9-8bb7-a502b5f83d0b · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

Robot Operation of Home Appliances by Reading User Manuals OmniParser for Pure Vision Based GUI Agent

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.604933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.604933Z digest=sha256:cefc9ddb93ee2a95763821ef6e344c0c13a309079ff63ca353494d15ca037aae

Observation e3dc7c78-0705-4da6-8bec-93f1dfe96c00 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:27.731113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:21.668911Z digest=sha256:674605acd58ff25b55bd7c70549963c6331c0a0072ac01aa4c5dfb858846ca01

Observation cbf040e3-5f96-4026-9d48-a9c66793ea97 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:27.525041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:21.777392Z digest=sha256:d5228539821bb8200077921b15ada4a9d53790f71575dc799f7c19ef60d8c71d

Observation 6d4d6dfd-1b31-4b51-af07-f90261546e67 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Robot Operation of Home Appliances by Reading User Manuals UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:21.872118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:21.872118Z digest=sha256:4372ad50e9ffcf71e9fa6a2822e60bcb4d706d91da92a5e1c700629085ffa939

Observation 863ba3a2-cd4c-4e34-9a3b-36dc779cd06d · outbound

This paper cites Lewis, E.

Robot Operation of Home Appliances by Reading User Manuals Lewis, E

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:27.351099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:21.973092Z digest=sha256:70b0532fd2b608858ea52c7c1714ef4e5c56b3211b38c62431538bc2ea94ea31

Observation 0ccf32bf-dc95-4917-8e58-0ec10c122c07 · outbound

This paper cites Brand and P.

Robot Operation of Home Appliances by Reading User Manuals Brand and P

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:27.179337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.073989Z digest=sha256:62cc2b2e6cdb9eea34a502df91dc500e79a770c2ed5a65e84384b974e99d4fe7

Observation 236284c0-7a6d-49e5-9f10-3b91242f7fc5 · outbound

This paper cites Brown, B.

Robot Operation of Home Appliances by Reading User Manuals Brown, B

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:22.155049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:22.155049Z digest=sha256:818847f77cb8a237a1612e74cf456423299b30d365183b1173383abf7ff8978a

Observation 79d4c174-b321-498b-9a64-ad9aea15bdde · outbound

This paper cites Kirillov, E.

Robot Operation of Home Appliances by Reading User Manuals Kirillov, E

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:22.209310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:22.209310Z digest=sha256:dc0ce5012473e4655729dcc7fb2c1507d28d02f0ccbdea023f7c75371124dee9

Observation 50ab6155-7053-45c1-87c6-b40fb76230fe · outbound

This paper cites Minderer, A.

Robot Operation of Home Appliances by Reading User Manuals Minderer, A

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:26.975281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.303118Z digest=sha256:237b89f78770e5e8b161b41a8072eed54776107a15c2d6d80412d569e3378520

Observation 2303c2f3-1e4b-49b0-99ee-559a81f1c3ae · outbound

This paper cites EasyOCR: Ready-to-use OCR with 80+ supported languages.

Robot Operation of Home Appliances by Reading User Manuals EasyOCR: Ready-to-use OCR with 80+ supported languages

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:26.740022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.360014Z digest=sha256:7a755cd19875e7081b971de81d42410dfc4388cd2afb1f16ace018c91e7a68de

Observation 3bb4898e-b2f5-4466-b6e5-13f3fd48cf1d · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Robot Operation of Home Appliances by Reading User Manuals Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:22.419545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:22.419545Z digest=sha256:49040f952380234196b84f3a8a876ee952f4e9aff72d71c27dec1cbb65e33498

Observation 09aa5938-d003-424d-8b78-9c42741b3790 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:26.533181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.465623Z digest=sha256:ecaf781981636eb12b43e8dc5c0b5a7ade7788b3c2adcad235f0059f9489f261

Observation ee2d1a4c-4398-47f4-a6fb-5d956bd7a5fa · outbound

This paper cites Robi Butler: Multimodal Remote Interaction with a Household Robot Assistant.

Robot Operation of Home Appliances by Reading User Manuals Robi Butler: Multimodal Remote Interaction with a Household Robot Assistant

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:22.564900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:22.564900Z digest=sha256:b791bed3c006380eae1914cbf59bdf6d15c94227c42434b712b2d6e7fbd62a84

Observation d2930e63-d3d8-4680-845d-495e687b518b · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:26.347440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.723031Z digest=sha256:a16f552aa7b71fae3d1741bb50df5605b0f89a67a75732f6525dc1675d2f2b8a

Observation 63e12606-a56e-48fd-a08b-b030b57f8be8 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:26.111284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.828168Z digest=sha256:234f3d17e1d521cc4bd6b0a57b8f8c71b513cb71e83ae4c29b85076116418fa4

Observation fe89a9cd-abb5-454e-ad9b-11e6680652e0 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.887687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:22.953360Z digest=sha256:06885888aaed8d088087631081de3b2454f526edfe2333e09f57683b645eebb4

Observation d1f720f2-c583-4309-a597-16d6e473e544 · outbound

This paper cites Every variable defined in the state space S should appear in some macro actions.

Robot Operation of Home Appliances by Reading User Manuals Every variable defined in the state space S should appear in some macro actions

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:25.689931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.024106Z digest=sha256:324850b01f20b59781708facb6adf392d1c8bf74bae84522f5d8ac3b9ce8a500

Observation ff9d6575-8c0b-4a1d-a5a9-7f1a3c44fd6c · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.479345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.101787Z digest=sha256:5f7241edee04734540c1f3d695774d18429ecc799a4444f05b7e47837e00f3e8

Observation 9f2da265-3c66-4bfd-8c27-d9e242e94205 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.339490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.188121Z digest=sha256:6ff82ebc358160a76241283a124976ec032ed57ce4d637ce275cd4f903cb1bf8

Observation 899c9ea6-02a5-4108-923d-f0aa36fa0686 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.226280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.283171Z digest=sha256:d98010ac14ce9157a77ce00eb430055cd9cd354b881e1bd186446cacfbd90911

Observation 05906915-72c9-469a-8e27-2790a066c6a8 · outbound

This paper cites an unresolved cited work.

Robot Operation of Home Appliances by Reading User Manuals Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.104803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.330200Z digest=sha256:93941c934b043edb9bf48469cdf655c66d91c9d4ef2092dd3d0a13c794611c4f

Observation 2f5dabdd-08dc-4896-8e62-095501b90ae6 · outbound

This paper cites Set the humidity to 50%.

Robot Operation of Home Appliances by Reading User Manuals Set the humidity to 50%

Reference 74

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:59:24.903112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.458344Z digest=sha256:74378daddd071471822e0116b8b7613a17b1aa1bc25152bbb36cf3b06e4cb980

Observation 239575a1-b0a0-4ad4-8cfe-6b42533cf9a0 · outbound

This paper cites <Your reasoning>.

Robot Operation of Home Appliances by Reading User Manuals <Your reasoning>

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.743355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.562788Z digest=sha256:41f15d2e2c5cf43d7cae881394b70bb3cff163cb85a4200ddd1ba71d2b62cad2

Observation cba9ea06-5686-4250-ab83-3afc5dfb4087 · outbound

This paper cites 100"). ,→ ,→ class Simulator(Appliance): def reset(self): ... def press_start_button(self): self.feature.update_progress(.

Robot Operation of Home Appliances by Reading User Manuals 100"). ,→ ,→ class Simulator(Appliance): def reset(self): ... def press_start_button(self): self.feature.update_progress(

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.613140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:59:23.630750Z digest=sha256:3fd51f64f20159b92e35d27143f9584b76357db46a3e6272efaf3af28e87f0d6

Pith citing papers

No inbound Pith citation observations are available.