Pith. sign in

Paper Citation Record · LEDGER

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care

As of 23 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2501.17206.

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

pith.paper-citation-record.v1
2501.17206 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T11:08:08.811111Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:08:54.465146Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:08:55.132877Z

Reference resolution

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy31
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53c72557-15ca-4fca-b2c5-a0897f823f28 · outbound

This paper cites 2024 alzheimer’s disease facts and figures.Alzheimer’s & Association, 20(5):3708–3821, May 2024.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care 2024 alzheimer’s disease facts and figures.Alzheimer’s & Association, 20(5):3708–3821, May 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.381459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.662665Z digest=sha256:f5aceb764d94e7d2b8e0d5e9c7ab572a1057e348810e99c62b46fe9381e8a006

Observation 79437edc-114b-450c-9fb2-25f0a92368cf · outbound

This paper cites Discovering the person with alzheimer’s disease: cognitive, emotional and behavioural aspects.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Discovering the person with alzheimer’s disease: cognitive, emotional and behavioural aspects

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.365695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.667765Z digest=sha256:d751b72a849135ebabc341e2118cdd07f4f442b8413f5857e8ac2a907b14dafa

Observation 3af3575a-3a99-4998-8792-bb97a02cd217 · outbound

This paper cites Recommendations to address key recruitment challenges of alzheimer’s disease clinical trials.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Recommendations to address key recruitment challenges of alzheimer’s disease clinical trials

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.350127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.671928Z digest=sha256:3f30c7921e5627e62080d7851b43526732c8b0c642bd68ba13a28c49aac97f25

Observation 04e67937-dad0-44df-be5e-20f79013d1a6 · outbound

This paper cites The public health road map to respond to the growing dementia crisis.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care The public health road map to respond to the growing dementia crisis

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.334533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.676166Z digest=sha256:299b8a18f3a7cf63adc0275e022fd5a664f88b8ea1bfbb40d19dbad72886b844

Observation 6a310252-090d-40e4-8f6b-ff48e84bd832 · outbound

This paper cites The promise of technology in the future of dementia care.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care The promise of technology in the future of dementia care

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.319524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.681891Z digest=sha256:f82e82a733d407929dcf0d5de6b85f12d94e703566c42aa6bda2fd251f433871

Observation 8cf4dc47-00e7-431c-a33d-44b414920f40 · outbound

This paper cites A systematic review of robotic rehabilitation for cognitive training.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care A systematic review of robotic rehabilitation for cognitive training

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.276956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.686510Z digest=sha256:0dcd2f328249c530dc2b22fc55a3f034106a8a69758ee04dd7b06a1692500433

Observation dec10d18-f57e-4bbf-a62e-c8e0c8110210 · outbound

This paper cites Social Robots for Older Adults with Dementia: A Narrative Review on Challenges & Future Directions.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Social Robots for Older Adults with Dementia: A Narrative Review on Challenges & Future Directions

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.240237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.691538Z digest=sha256:ace01cbc24d21d966b834a0bb4244527c43a2cdc01f8c909d7bbf747ba1c3fb3

Observation 7c381d4c-46b5-467b-8ed6-d91dc22f7b3e · outbound

This paper cites Cognitive exercise for persons with Alzheimer’s disease and related dementia using a social robot.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Cognitive exercise for persons with Alzheimer’s disease and related dementia using a social robot

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.221525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.696108Z digest=sha256:58b1c7cd38326271f468ce91453eb8a5beafc0fc1edd285445f46207c079c84f

Observation e8de0c4c-0156-4619-89e2-25046bd4bab7 · outbound

This paper cites Assistive technologies in dementia care: an updated analysis of the literature.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Assistive technologies in dementia care: an updated analysis of the literature

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.207689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.700807Z digest=sha256:055bab02c6481e9b2041acd63c140f733995aa42334a3b392b1124bac5596f61

Observation 5916cf72-dab0-44bd-b1a7-f27777a14935 · outbound

This paper cites an unresolved cited work.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:08:09.193264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.705745Z digest=sha256:348780c03adbdbf6c818f4bfeae6dcbcbf770a59756b3229ad70a8068f883c9a

Observation 5c687974-52bb-45fe-84ef-67ebca323a5f · outbound

This paper cites Social robots for the care of persons with dementia: a systematic review.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Social robots for the care of persons with dementia: a systematic review

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.178781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.710636Z digest=sha256:d91db37399111ceb145b6c04ddd5c9b997ba5ab4b1557626e76eda0b521f35e6

Observation 1015126d-78d6-4d56-aa38-962acb0c1656 · outbound

This paper cites The benefits of and barriers to using a social robot PARO in care settings: a scoping review.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care The benefits of and barriers to using a social robot PARO in care settings: a scoping review

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.164807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.715277Z digest=sha256:c84c92ec6a55fb80d101ebab7f5f0728925ec1de2f6890f8bedbd78a22b8d75b

Observation dd5bda22-3c9b-419e-99ab-eb0cbb61911d · outbound

This paper cites Design and implementation framework of social assistive robotics for people with dementia-a scoping review.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Design and implementation framework of social assistive robotics for people with dementia-a scoping review

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.151377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.719322Z digest=sha256:bfef07c688943493368c869eb5b78613535c77161773b233dcd8fff47db44c64

Observation c4f67ad2-0d64-476d-9ebb-1e39354cb37b · outbound

This paper cites ENRICHME: Perception and Interaction of an Assistive Robot for the Elderly at Home.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care ENRICHME: Perception and Interaction of an Assistive Robot for the Elderly at Home

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.137591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.723543Z digest=sha256:2e38525362c3cbc22452a7d4c90948d4916e77d0ffc82887d094384720f4f1cf

Observation ddb1988b-a009-4167-a422-30c90dec6403 · outbound

This paper cites A simulated experiment to explore robotic dialogue strategies for people with dementia.Journal of Rehabilitation and Assistive Technologies Engineering, 9:20556683221105768, 2022.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care A simulated experiment to explore robotic dialogue strategies for people with dementia.Journal of Rehabilitation and Assistive Technologies Engineering, 9:20556683221105768, 2022

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.123092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.727636Z digest=sha256:d0819af99c1e059a014ed2cf9ca5be2d4a83544f02170aa583a10837f756e266

Observation 96398b8c-3a36-4182-a906-d6aa7a34aa1d · outbound

This paper cites SocialRobot: An interactive mobile robot for elderly home care.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care SocialRobot: An interactive mobile robot for elderly home care

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.108188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.731508Z digest=sha256:b98d01ed0d4feb22a1f9ba260f55861bb4c765f91eb539162f771b409f34eced

Observation a422ac3f-b997-4a8d-9225-eecd26fe6e6c · outbound

This paper cites Socially Assistive Robots for Dementia Care: Exploring Caregiver Perceptions of Use Cases and Acceptance.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Socially Assistive Robots for Dementia Care: Exploring Caregiver Perceptions of Use Cases and Acceptance

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.094191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.735755Z digest=sha256:fe4f3eb117b0e6c42394a2de0b2a18563557cf840621ae0e5b0b7a084e6e9d17

Observation eba3419e-9ba5-4bce-8a5a-6651a46e0006 · outbound

This paper cites A social robot-facilitated performance assessment of self-care skills for people with alzheimer’s: A preliminary study.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care A social robot-facilitated performance assessment of self-care skills for people with alzheimer’s: A preliminary study

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.081214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.739749Z digest=sha256:c07411ecc1168e5abda9eb78bd4d5f895f62c6823aeaaefc162582d9d5a3dae0

Observation 900bae96-e59f-4490-b631-010423f808ed · outbound

This paper cites Assessing the acceptability of a humanoid robot for alzheimer’s disease and related dementia care using an online survey.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Assessing the acceptability of a humanoid robot for alzheimer’s disease and related dementia care using an online survey

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.067626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.743927Z digest=sha256:91beec2de1864856397e572cebdfbeaabb7612a0f65c925f6bffc58c4f539ac6

Observation 966035b8-912d-432f-bbd6-3daf1998f239 · outbound

This paper cites Robots to assist daily activities: views of older adults with alzheimer’s disease and their caregivers.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Robots to assist daily activities: views of older adults with alzheimer’s disease and their caregivers

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.052957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.747649Z digest=sha256:2aa52615a48ab73d57f25b8e329aa83b47e442d7f72f3ed40c817062e968e8f1

Observation e2d43c0c-fc1f-468e-bfa4-f19ab18a8151 · outbound

This paper cites Evaluating capacity to live independently and safely in the community: Performance assessment of self-care skills.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Evaluating capacity to live independently and safely in the community: Performance assessment of self-care skills

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.037602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.752012Z digest=sha256:8d5789d246db7c84f44241b2fdcfa4d956eeef995c9541e91728d87faa8083fd

Observation 6238cae5-12b3-482d-b56f-87c2b5e29095 · outbound

This paper cites Functional competence and cognition in individuals with amnestic mild cognitive impairment.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Functional competence and cognition in individuals with amnestic mild cognitive impairment

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.022303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.756237Z digest=sha256:9a9043c7a62ef36a2f99cc59b7568c72ffde69455e08bfd95e8213dd16ba5576

Observation 4ef3918d-64f7-40fd-a374-30f7250884aa · outbound

This paper cites Amyloid accumulation associated with worse performance of complex task.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Amyloid accumulation associated with worse performance of complex task

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:09.008549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.760776Z digest=sha256:b9a8f07b18d7c647f1fcd8e833e189fd792229c3f0ef4cb3076b09c89f880c7c

Observation 28ec3a67-ed87-43e4-a514-ee70b3cfff89 · outbound

This paper cites Assessment of a humanoid partner for older adults and persons with dementia during home-based activities.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Assessment of a humanoid partner for older adults and persons with dementia during home-based activities

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.995919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.766085Z digest=sha256:c050c52b88b63e467a65e3716781821186ce6046409bb69188b88e3a2c6037a3

Observation 5bb81818-8173-49dc-8c05-d5a50a2b4aec · outbound

This paper cites Hallucinations in llms: Understanding and addressing challenges.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Hallucinations in llms: Understanding and addressing challenges

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.983355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.770656Z digest=sha256:8d216287b702034aabc06932c2a1a1caf348a3a0ceb6f163e258391e76f7c1a6

Observation 7c9f9fd1-e20c-4aa0-8b59-f9b0c6aaf097 · outbound

This paper cites Same task, more tokens: the impact of input length on the reasoning performance of large language models, 2024.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Same task, more tokens: the impact of input length on the reasoning performance of large language models, 2024

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.970401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.775741Z digest=sha256:78d2db26958369cbcde9fa678e49e499c97675fa16c75898a2bf5c9582813e32

Observation deabc202-f2df-409e-861d-315412c77cfd · outbound

This paper cites Assessment and management of behavioral and psychological symptoms of dementia.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Assessment and management of behavioral and psychological symptoms of dementia

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.955318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.780758Z digest=sha256:bfe3e60306a0ce7e46ef275a06a2ccfed98175e69695979343fc5509ec033757

Observation 77e93cc3-d146-43fa-8775-fe6f87b40b8c · outbound

This paper cites Technical challenges for smooth interaction with seniors with dementia: Lessons from humanitude ™.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Technical challenges for smooth interaction with seniors with dementia: Lessons from humanitude ™

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.939584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.785407Z digest=sha256:a31da724ccfab8f9092599c82ad9d764e6296b93ea1677bd4588ae8671230efe

Observation a074dee6-737f-452d-9ebb-218fd8f7e759 · outbound

This paper cites Ai and human-robot interaction: A review of recent advances and challenges.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Ai and human-robot interaction: A review of recent advances and challenges

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.925263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.790837Z digest=sha256:47e535b894bf47c9e4eb0b63a1e2e20677a49b90bf6a97b3383b138acd5b7466

Observation 10dcb273-e9e1-4216-87b2-61dcf74c9c3a · outbound

This paper cites Machine Learning for Synthetic Data Generation: A Review.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Machine Learning for Synthetic Data Generation: A Review

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T11:08:08.794647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:08:08.794647Z digest=sha256:a40c17a7b6acee5596279dca158008cc4bd8111e18916c4ef4f2b1707bc5a431

Observation 3e932edc-1b46-457e-a6a3-a4488fbd2baf · outbound

This paper cites Artificial intelligence and technology collaboratories: Innovating aging research and alzheimer’s care.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Artificial intelligence and technology collaboratories: Innovating aging research and alzheimer’s care

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.910802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.799121Z digest=sha256:294d03de4f507602a8d6babf8916703d8292f8438d273713532a6e0cb538eab0

Observation 16372b7f-2a13-4865-a04d-a784f5b1cacb · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.896563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.803302Z digest=sha256:863d938c279d3e6588290915956bb52899680b055ba3b975ca438c588bf9a974

Observation c831a63b-9286-4202-96aa-16c4950a4d33 · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T11:08:08.807081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:08:08.807081Z digest=sha256:7066b54e14cb6ee209d0330f66c309dbec98841e02533f2780cb84c1323c13cd

Observation 8704aaaf-7e10-4c3b-99a3-73b84296b2f2 · outbound

This paper cites Toward a collaborative ai framework for assistive dementia care.

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care Toward a collaborative ai framework for assistive dementia care

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:08:08.881370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T11:08:08.811111Z digest=sha256:d3b9858c7120863eaf375f4838c75fd032ae6e94459559a1683cec427aa94083

Pith citing papers

Observation 5e920d11-f539-413d-95cb-0d82bacf9d31 · inbound

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI cites this paper.

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care

Reference 231

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:08:55.136118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T15:08:54.465146Z digest=sha256:2bf92fae851c72695ba45fb02dff5909c9f9049dca710e6fb3a650763dd8c5f9