Paper Citation Record · LEDGER

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment

As of 18 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2412.17954.

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

pith.paper-citation-record.v1
2412.17954 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:11:13.287467Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy35
unresolved0
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 95998679-b556-46cb-a305-fcd2dca7a498 · outbound

This paper cites A review of asynchronous trainings for the implementation of behavior analytic assessments and interventions.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment A review of asynchronous trainings for the implementation of behavior analytic assessments and interventions

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.729429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a61d59a3-9a6c-4f78-9e4b-e3f55b52086b · outbound

This paper cites A review of the literature on staff training strategies that minimize trainer involvement.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment A review of the literature on staff training strategies that minimize trainer involvement

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.718595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67a6261f-ab30-4e49-aee7-ef86e57f9868 · outbound

This paper cites Teaching discrete trial training: The effects of asynchronous computer-based instruction on live implementation.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Teaching discrete trial training: The effects of asynchronous computer-based instruction on live implementation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.706850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b4b6f5bc-f362-4cc7-a253-ed57e762991c · outbound

This paper cites Remote and asynchronous training network: from a SAGES grant to an eight-country remote laparoscopic simulation training program.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Remote and asynchronous training network: from a SAGES grant to an eight-country remote laparoscopic simulation training program

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.695855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 40c7678d-5615-4e4e-981e-b9cbf7f22fea · outbound

This paper cites Impact of asynchronous training on radiology learning curve among emergency medicine residents and clerkship students.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Impact of asynchronous training on radiology learning curve among emergency medicine residents and clerkship students

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.684861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c8a6184f-f627-42f8-869a-f98f7885e9be · outbound

This paper cites The role of shared mental models in human- AI teams: a theoretical review.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment The role of shared mental models in human- AI teams: a theoretical review

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.673082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0cfb5d00-7051-478a-a229-0e509be00745 · outbound

This paper cites Situation models: An avenue to the modeling of mental models.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Situation models: An avenue to the modeling of mental models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.660992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35434f37-a95f-4d95-99cf-2990971c5e91 · outbound

This paper cites Shared mental models and shared displays: An empirical evaluation of team performance.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Shared mental models and shared displays: An empirical evaluation of team performance

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.649829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0647cba8-f8fb-4c98-967f-dcc336720ee1 · outbound

This paper cites Interpretable and personalized apprenticeship scheduling: Learning interpretable scheduling policies from heterogeneous user demonstrations.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Interpretable and personalized apprenticeship scheduling: Learning interpretable scheduling policies from heterogeneous user demonstrations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.636874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a03a50ee-4431-401c-aca8-40f148438357 · outbound

This paper cites The utility of explainable ai in ad hoc human-machine teaming.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment The utility of explainable ai in ad hoc human-machine teaming

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.623978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4a655f13-45fb-4122-8e71-f2a4ff789ecf · outbound

This paper cites Unsupervised behavior inference from human action sequences.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Unsupervised behavior inference from human action sequences

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.611755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd1b40d3-731c-4663-8f06-dc7a491d2029 · outbound

This paper cites AI in CAI : An artificial intelligence approach to computer-assisted instruction.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment AI in CAI : An artificial intelligence approach to computer-assisted instruction

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.599241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6bbeabe-4cc7-4229-bc4b-ae0c718fb11f · outbound

This paper cites Jill watson: a virtual teaching assistant for online education.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Jill watson: a virtual teaching assistant for online education

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.584935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 392ed54b-8356-4b9a-8f04-22f26a8ccdb6 · outbound

This paper cites E-learning: Challenges and research opportunities using machine learning & data analytics.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment E-learning: Challenges and research opportunities using machine learning & data analytics

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.572726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 280b8770-9c34-49cf-8835-76627478a0e2 · outbound

This paper cites The potential transformation of higher education through computer-based adaptive learning systems.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment The potential transformation of higher education through computer-based adaptive learning systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.561480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 94747927-826c-4684-a1a3-79f7f9d68c64 · outbound

This paper cites Using data to understand how to better design adaptive learning.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Using data to understand how to better design adaptive learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.549922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5df0b45b-923a-4229-8c7c-e00b4ae7a70c · outbound

This paper cites Human-robot teaming configurations: A study of interpersonal communication perceptions and affective learning in higher education.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Human-robot teaming configurations: A study of interpersonal communication perceptions and affective learning in higher education

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.538860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b40195a1-b5d8-4136-9434-0af2d6179ecc · outbound

This paper cites A reinforcement learning approach to adaptive remediation in online training.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment A reinforcement learning approach to adaptive remediation in online training

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.525983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 288626db-bfe0-4621-a055-b0d66011e533 · outbound

This paper cites Temporal game challenge tailoring.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Temporal game challenge tailoring

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.513800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 533b622c-1342-45fc-a450-991ae5ff1a7c · outbound

This paper cites Symbolic representation of game world state: Toward real-time planning in games.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Symbolic representation of game world state: Toward real-time planning in games

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.501795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6394105e-e866-4807-ab6f-d08e0e8c5096 · outbound

This paper cites Info GAIL : Interpretable imitation learning from visual demonstrations.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Info GAIL : Interpretable imitation learning from visual demonstrations

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.490908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation db7f7eb0-7d51-4520-b6b2-de5a897fc3b5 · outbound

This paper cites Apprenticeship learning via inverse reinforcement learning.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Apprenticeship learning via inverse reinforcement learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.479717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f1bd2ebf-6ea3-4af2-a0b7-fd3cffa1aaab · outbound

This paper cites Learning and comfort in human-robot interaction: A review.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Learning and comfort in human-robot interaction: A review

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.468870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 86cace70-c152-4aef-a8d6-e1a42514e127 · outbound

This paper cites Evaluation of human- AI teams for learned and rule-based agents in H anabi.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Evaluation of human- AI teams for learned and rule-based agents in H anabi

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.457901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 53c09df5-6d92-4224-9a6a-5fc261c02971 · outbound

This paper cites On the utility of learning about humans for human- ai coordination.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment On the utility of learning about humans for human- ai coordination

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.446647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ae67348-61b2-4c5c-9d80-98c761dbf150 · outbound

This paper cites Unsupervised scalable representation learning for multivariate time series.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Unsupervised scalable representation learning for multivariate time series

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.434785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0cc31527-9ba2-43a8-9f4e-43759b94594f · outbound

This paper cites The elements of statistical learning: data mining, inference, and prediction , volume 2.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment The elements of statistical learning: data mining, inference, and prediction , volume 2

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.423193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2f98935a-21c5-4184-a51e-2672824fad1c · outbound

This paper cites Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Silhouettes: a graphical aid to the interpretation and validation of cluster analysis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.410969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c93e4eff-585e-4112-a0d7-55ae2d294db2 · outbound

This paper cites Bandit based M onte- C arlo planning.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Bandit based M onte- C arlo planning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.399073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 473b9271-0dd6-4b4b-824b-084e7a24494a · outbound

This paper cites The real MVP : quantifying individual performances in multiplayer online games.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment The real MVP : quantifying individual performances in multiplayer online games

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.386135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9ba7b034-fce1-43a3-aa80-5375b6088bc2 · outbound

This paper cites The L ikert scale what it is and how to use it.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment The L ikert scale what it is and how to use it

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.373153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e25c5f0-6be6-4673-acce-0aa21403668c · outbound

This paper cites Statistical models: theory and practice.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Statistical models: theory and practice

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.361691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 437b51be-1686-42dc-b18e-db024d0f8574 · outbound

This paper cites Design of comparative experiments , volume 25.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Design of comparative experiments , volume 25

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.347193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c354c93b-ffde-43d5-af40-6011c962db01 · outbound

This paper cites `` A n ideal human'': Expectations of AI teammates in human- AI teaming.

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment `` A n ideal human'': Expectations of AI teammates in human- AI teaming

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.335847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8f3e9028-6b3a-48b0-9a37-64afcd12cac5 · outbound

This paper cites Artificial Intelligence Planning Systems: Proceedings of the First Conference (AIPS 92).

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment Artificial Intelligence Planning Systems: Proceedings of the First Conference (AIPS 92)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:11:13.322657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.