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Paper Citation Record · LEDGER

Robot Operation of Home Appliances by Reading User Manuals

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:17.888108Z digest=sha256:279a99a9eda089a7e59097007a584914f270bbb6ad29be2291a853c25c73cf7c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:17.964583Z digest=sha256:7c9c843c6f989eb90606afb543a89c562229b4cea4d7a3ff35a8f0e411a2b70a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.068303Z digest=sha256:c51440ce91249d3243d6a25c3554a4e100d951aa10ad4f600456c5badd48d856

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.229671Z digest=sha256:d475d49683a7a4c7fee9b8e529bae361dc2179e11565f6ec6a30fe55fc831d75

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:b9d895493107caa9f4ca89f8f82d4453b4f6a9e95d57a211655342d74df15860

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=sha256:9b1a207c193fe064789665dd705ed720ee4a4af326b8ad13a25490050fa9b657

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.467170Z digest=sha256:2d6c9dfdb739ec6d6b0d64503159dadd5723872d635f30481cf2f38c4d3f1d0a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.529101Z digest=sha256:a1b37608f0463749442ee359d6da366947130b0a60dc8aa361e35a5f52d17369

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.590405Z digest=sha256:4013a197d2e5a091bfa219e68f67f055ea413f6260f9ff3a70225dd60aa49b53

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.677365Z digest=sha256:5bfcc699405ba3f0eaf9ed0f8029e5b8e3034289bebfe68b3c2455c839687841

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.723056Z digest=sha256:e0d008f2672589642dc84bc6f87f35ad3fd52d056aaa9919be4bc35ccd6842b3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.774963Z digest=sha256:819f44f27be1b31ae590f84f657477522e86fc35bcaa1fed4d11ee7310aace1b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.845807Z digest=sha256:430553a51aee48aa69c7d9f677506269b95a8089e645bd87376bdf12ccc98516

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.927922Z digest=sha256:907edc1aa99bd90e3d6200187a61101782c0b9ccf1822988210e1bc3a16e3680

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:18.972632Z digest=sha256:97668bfb59f4fb4f0e01ab7459ab97bd45dcdd8bd4adce4662072b3a6dd3c4a4

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=sha256:92aff9100c80bfe8354f43e285f260cc4acc2c59929ac4d8a29b4f93055d0823

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:19.149945Z digest=sha256:9cda6d409e67183cf7fea68a1dfdf3af4e8ed93ab20b8d13fb635ecdbd81f9aa

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=sha256:514453bb4a080f663d9c7223c097b449ee22cc516ab9a0c7060eb0e6f2e54521

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:19.278804Z digest=sha256:19ec236fb7a3f123ca38002c298581e4a9bbcada3656e4870804f25bc041c895

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=sha256:2888266b87ce5b50828337c8d6965ab4dfad649766cdafbd05ad9b5064e594ff

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:bba7ede93d847b7ccc8297367494e7dfbf8ed0915109e2f3a25c1c3b7b2c3fe8

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:dec96ca99dea6c26b24e48f08d9c43ed42002f026ad83149302baaee844c7163

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=sha256:5399fc0acbd924fb06cf4fbf47e4df173a183a575bc529641d69589d3f44b75e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:19.683599Z digest=sha256:30ed59664a6ee1253347aec64eb0cff0c8cbb1be739b8aa4bf6ba858a5c9b331

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:d3944a9c898eeb5c5fc969a3970cd530d1e41144663ddecee869b7a8284d6f53

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=sha256:7b1d0a02492f6c0129f96bc2f89cff24afcf12464e190d069018e761cde4e839

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:19.845632Z digest=sha256:09b871a143f9d673010409638e834c92f2ecf935f20ae99bde4aace03a487a8d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:19.899037Z digest=sha256:de525761cd1ef0f69627b76edb4198d2deb58a69c1b26e4bf17ce1aec5ac7a9a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:19.948319Z digest=sha256:ad0368c64e6464049fea9e654d49bc6f74d86902d842a47c4ae3ef62c5b74284

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.015555Z digest=sha256:d6807d5e21b9882b6b91a9d62b1c14344c5ca76c1ca56251ac3f2aadb2cef022

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:cdbba79029337fb777197c97769bc2359a7a5c875282393257c5f12f45e1b296

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=sha256:4b10477a0b1101911588fccaab084b83e0d9afe5c6d65d87a5c450b3db0f4a93

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.208665Z digest=sha256:283743762c7c21679c797cba150898d7fc5dea979c870283225364a12330c063

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:d2f4c51b0f176b11077bf6404601ae26750f6f15767f7be48b6a9eb5b57ccfe1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.332329Z digest=sha256:b1b9dcf989ffc852202da2b5ef216b16a37f5e03ec737a73495bec424f3d8d46

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:ec9a7e79b03dec44caf96982559e603d6eca5bf507b228628eec17ebf82dbf12

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:f0974cbf733052d180c405349b710a38ba90b9c50697793979b6bae91604885c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.485663Z digest=sha256:884707431e5d6aee488a90fb25d0cdd53ed41e896dacafe591b185211b91bdfc

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=sha256:92f6b865a018827dc93f7202f91352261cd0b3a31b60f51df055f3419a901fae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.652019Z digest=sha256:f8a216c0c9ce9069a396456a35c185f2952b1f976c2398eb0d707aa811cb8114

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.748461Z digest=sha256:d84fe8266883798e6d9768922189644d2cd1682b79620e0630e7c96fb768a97a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:20.795463Z digest=sha256:3d1ed9ce97b03c4feb6194d7df97e572f224d25ad06a24465e7301cdea7479a8

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:e7524d2666ba1f7135addede14b41130332aa93b7030a9bfeda81d825c49067d

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=sha256:43161bde7d0a6621898bd5e23579056e232997f6f690c49a1a3e7b504a72f147

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=sha256:6b76232466beeea32e73cd519a189a97485eb4d78ecd4c73fa314c30cc10c26b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:21.057570Z digest=sha256:a654777fb1150e6b0a7c906f0524125c0f0aea2532b52f471cfd91451149de8e

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:e12d2f4f3aaaab8af98c0ec270e55b09559a6942d7ce1011e6c0d969dbbf2d92

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=sha256:5efedfe0eff4f800bc48d96c9fe20a3da760b31dfa1541ff8bf06e4124b3f598

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:21.274034Z digest=sha256:e5d419a5d87b6cfdcd1af439265010d21167c785da61a232c59404617054d3b7

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=sha256:3483799a0ad6162e93147d6e5b458a2a919c68e1543bbee44f21d4c32413264c

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=sha256:365a40a13f316a1e561b3bc8a14937adcf9b142e8daa33e158835a3b8ecc9c55

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=sha256:4d2a37b351b1f4e9724b8ae9bd59bcacf4c84fa3a0c4edd0de046fc2670f527b

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=sha256:52419031c3760fd575baa938e607cb749995763bd2098d9e523daa7654769037

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:21.668911Z digest=sha256:4c6ccc9fb21c5f00eeb81a0dc7310cf3d91512e5358aced3285c0c9ae8b60c55

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:21.777392Z digest=sha256:406581070f5cb6f960006cf02774c65f437235ca82848d8649c07cff14bda946

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:f2a4ca066005c5e59a6f6a5a9d31ce1e57d07552d133b5817e00b74d5990d60b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:21.973092Z digest=sha256:00604b0cb90022a5389e098c5cf50304fb96349379289084822302c341a233f2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.073989Z digest=sha256:9fd6e743dd011387381a957c2af271d4aacb0a0b09f2f4ed736bc6563197f39b

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:cdf4173d51f2dbfcaf9dd1f2b8977016153bd2f02c93dd496c7a8af88132174f

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:db554a5622292b5f7eafc096634ca32c67fd5c5ed672a8f885e18c51b3521200

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.303118Z digest=sha256:5a97194dc0f2073a24097549b3b4d0574fcca321ab598650f83bf759d49ec7a3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.360014Z digest=sha256:3ab46c1b17c27ad8db046645bf51ecd6a26a6155feee8206904ee19b8e75f5ff

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=sha256:21ed1d454764e494d8c2c82abed1d525203b39869785842f1104db2a37af6307

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.465623Z digest=sha256:d35b2564f77359e79d002f46af0c195e578bafeaeaf3967cb8059dcc7658f28a

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=sha256:2cf760a2f933b82011052a8676b14bf204c015a0ea2b7bbe94aca37d43e85d1f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.723031Z digest=sha256:444a1c48f6a3694f9363455ac8daf55e677246d03fec72127a40402b9158f0cd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.828168Z digest=sha256:19b2cfe4ed808b1dc1a1d5901ba0de4b9c563416181d92a602c41afd6eb52a80

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:22.953360Z digest=sha256:04b4025ec60ab42e96fed96a4c3b7dc953a2ad30c05bd567bd3b766f9051502b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.024106Z digest=sha256:0b2fee2dc75d2a2d87e98ba9059be19af85bd76095d3ae39301af4390d1318a5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.101787Z digest=sha256:9344194671ba01529636862e5bd97c13850e6ab277c4fa54a974045d6be70322

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.188121Z digest=sha256:633a655471e5c30515cf10b0d8336d58e1ce47343e3bf330af796aee978a4fa6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.283171Z digest=sha256:61343ea6f2628efe6d3ed022e80bcee1954863f030d7920ff8e13ae114dd9924

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.330200Z digest=sha256:3917fe8d316aed78f118484d5f9445e88da11db7742a3003be9a450f4fa24be1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.458344Z digest=sha256:33e3f91b2fce720d310fab3e5973afe8003fb80bb38ab2359acf5e61a78ec27d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.562788Z digest=sha256:87af540597bdcfb3280c9c7b868f6dfe8145fc37115219b0293e9c554b707a23

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:59:23.630750Z digest=sha256:f74cc8804ae749b2fb967ec26d33e74afaf3b48c7597aa9c7eb2b6e9fe2385c7

Pith citing papers

No inbound Pith citation observations are available.