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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.662665Z digest=sha256:1f4850b0b38aac5458959bc0f87c1c4c01be67a8413629879dfad76d040e0f68

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.667765Z digest=sha256:f61c78a72c64d2f9d58110c2b126bcc700605bcdf5e9877405164a6d927402ad

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.671928Z digest=sha256:741da49fd8bf6d2b4b57a5833a55c9d6941e90bfc6fad087985a4cf7a612c21c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.676166Z digest=sha256:256086f772276c7b8a378cdb4378ee7a9c74fb46814a4c1d353149bb3405d82c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.681891Z digest=sha256:7fc9a9f64ad2d5a3e8e817aefd409dca9d5d8a5a644edcb1e8f9e25aeb4b0273

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.686510Z digest=sha256:2aa5cf16b66d9b18a42876834759147aa1e28c58abf2d87405bd4c9b5415856d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.691538Z digest=sha256:f4060a3c3bdd9c581b801ba3bc2ba763fe1f4f8123b41b7f7c338cebfea1aca3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.696108Z digest=sha256:35ca0ab12f3e5ead539315235316873058fb83734e245ef429fa291b8eb726bc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.700807Z digest=sha256:febc32b2c1691a0dd2c00984926fc9f5573d82c9ecfafe9d5f29ee710747f981

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.705745Z digest=sha256:a452303928a75c8835871dad103f91e2b4466d2b45c76b469cbfcc92a81cf7c9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.710636Z digest=sha256:474fbe2df0ae368c7597398f3273f1ae01960f86e0532e46bf45b6d220308be3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.715277Z digest=sha256:7cdf443c24d51a3de4056e05101edcd30dd31a6cedc4f1c7062a65bb93105614

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.719322Z digest=sha256:0b4819f923773e5827c688c1058645040b095ca505546f189a055cfdf9ae45ff

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.723543Z digest=sha256:e2d1a86624dd6f9113ed352e110c9fbaeb220465e32f5eb1a1673a1fed2437ee

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.727636Z digest=sha256:19446ab90651b503f0d0a10d485afe88d3b47ed91b0c4a818b7f8ba537b3063e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.731508Z digest=sha256:2713b2761c13406590c7d5aedc914b8dcab7e660ed9204981773f0c9d7061e41

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.735755Z digest=sha256:4a27067587704f3f91be7ecf0a3633590dd8e9bc90573a6a3de59e9d2ebe09d4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.739749Z digest=sha256:c0891cb70fa766569a1dd197d79ded3528537bcc066babf9445af2f2b0c3324a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.743927Z digest=sha256:1080ff311c438700607f849cdda2eefaab4ba723123bb93ecbde060cfb05c32c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.747649Z digest=sha256:efdfc1ceb9df5c8210357a79991bf6d559a3840fe9aa72df1df57c6972301ee2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.752012Z digest=sha256:9e51d2176ab0ba7098b063f201a1febbec5c4f7d15a0b53972b61feb306caed0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.756237Z digest=sha256:dcb681672f25ebb213a07184e2cb271277eea87d95a7ff467fbc9d894c147a4b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.760776Z digest=sha256:dcff506129da88ce8abe95300a656cdde52819d0a40d5dd35400a9d375fcf053

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.766085Z digest=sha256:32e95dfc5f3fe2ff11655e336b67a2db617d6da9854486bc5da5a0aee878f650

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.770656Z digest=sha256:18eb124c7df845cb22c9760b000d066b7009a8daed88e8d91cf0533778b3aab0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.775741Z digest=sha256:fa008b4e2c91720d93a05a10853c599172d6bfd980842600342e9313d717ad14

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.780758Z digest=sha256:ff6c5bf56e8bbaff7445554ca6907208ed6186090dcd04d98edcf5c197052afe

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.785407Z digest=sha256:001b00650a31aba9ede3ab3bad872730bd1e2dd0f86dc70ac5ef593afb9ce8a3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.790837Z digest=sha256:d19211046549e9b318f4c40f43d07ff1ccaffce1fafebc9e03c0ea154fff6614

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:f2e85175301d20901b0dcc9f0ddfdaed3a8eefcda965186734bfa45d86accecc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:08:08.799121Z digest=sha256:249a7fb9266ca8ab0b35a9ea84b327e8ed62099e3f0e644021c584c1848f3a10

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 2026-08-10T06:31:04.303077+00:00.

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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

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Source-reported events for the cited work

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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

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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
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