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Paper Citation Record · LEDGER

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students

As of 19 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2505.01563.

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

pith.paper-citation-record.v1
2505.01563 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:20:37.872452Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy39
  • unresolved11
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea9909c0-3808-476d-9dbb-77d510c5a45d · outbound

This paper cites In: International Conference on Intelligent Tutoring Systems.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: International Conference on Intelligent Tutoring Systems

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.600276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.650143Z digest=sha256:dcf76823d74c3f44c038b147dcce9a7845a95a5615c49ebedadf5746fbe39190

Observation 7918caae-8a5a-41df-9836-ed289f7e474e · outbound

This paper cites International Journal of Artificial Intelligence in Education 26(1), 224–269 (2016).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Journal of Artificial Intelligence in Education 26(1), 224–269 (2016)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.586119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.656568Z digest=sha256:bfabdb4cbdb44222f9bad5f474a5447cbd4d9e86a9862f8932abeacb4197c94d

Observation a7bf344d-1c7b-47ba-8194-31d601d9792e · outbound

This paper cites Artificial intelligence42(1), 7–49 (1990).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Artificial intelligence42(1), 7–49 (1990)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.572781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.660880Z digest=sha256:1c105ffbfb2dfc3b118b3069b74c2f48634fc2e321db8e845fad20ce43b743c5

Observation 47ccccdc-04fe-4fd8-8d43-aef19df35e4f · outbound

This paper cites In: Advances in instructional Psychology, Volume 5, pp.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Advances in instructional Psychology, Volume 5, pp

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.557452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.666362Z digest=sha256:10c67779de394ec2aeb98626d7ec3388d6ff2fbef8b4af916eb26e3d48658f55

Observation 21cfd4c2-1fe5-4728-93bd-54b3bd327649 · outbound

This paper cites OpenAI Gym.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students OpenAI Gym

Reference 5

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no resolver link, observed 2026-08-16T04:20:37.671626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.671626Z digest=sha256:cf58f5ddf9fbd19396b0ced92234cd4f4de1f520c4a45975fc7305bb8b82ed29

Observation c3c5b1e1-16f7-4adc-955b-9c37ac0d45de · outbound

This paper cites In: Proceedings of the Eleventh ACM Conference on Learning@ Scale.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Proceedings of the Eleventh ACM Conference on Learning@ Scale

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.543165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.678016Z digest=sha256:ac309a747a124fa9ec51b290556dd6200af71cb4bfdf51b2a1be7b4e4ab9587c

Observation 53c960dc-fd6e-4b15-91af-fd4df0d4f96a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Training Verifiers to Solve Math Word Problems

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.683862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.683862Z digest=sha256:48c037e2809ec26e7233437951afd69d7114aef57a309afed722256748907126

Observation 7d676e91-4304-43d6-b00b-faf13a892e6d · outbound

This paper cites A Survey on In-context Learning.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students A Survey on In-context Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.688436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.688436Z digest=sha256:d1d225df7c2e69cc45dd6bc09afe7a35a06c4579c206af15b404f4f517a532d4

Observation 719790b1-6973-481e-8568-3902a627e07c · outbound

This paper cites Behavior Research Methods, Instruments, & Computers36, 180–192 (2004).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Behavior Research Methods, Instruments, & Computers36, 180–192 (2004)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.528237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.694185Z digest=sha256:b704629ee089bedf1fac1afb3fd1089404f47f62fe3048ae09f038eade255ebd

Observation f3c2a917-338d-4fac-a066-d598e6dcac9c · outbound

This paper cites Beyond Final Answers: Evaluating Large Language Models for Math Tutoring.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.698315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.698315Z digest=sha256:b8d27875a9f45441bc0bd89ca346d485c4bb63110a4e10fcd9844549fca1866c

Observation e9f68684-b8c2-431f-a34a-d882dc7ddab6 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

Resolution
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no resolver link, observed 2026-08-16T04:20:37.703761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.703761Z digest=sha256:5762d88d25f90ad79d2026173d81f98ec73bf2d03efc4b265986712911230de7

Observation 517b8e2d-33e6-433e-8f02-5a292544c350 · outbound

This paper cites International Journal of Artificial Intelligence in Education34(2), 545–585 (2024).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Journal of Artificial Intelligence in Education34(2), 545–585 (2024)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.513027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.708602Z digest=sha256:1e6f1ef0339e4077cd9c46f502f0cc076ec6c1ac1723ef88b7238e4b122a5d00

Observation 133ddb89-efe5-4b9a-9ef4-505f96474bc7 · outbound

This paper cites Preprint, Research Square (2024).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Preprint, Research Square (2024)

Reference 13

Resolution
malformed identifier
no resolver link, observed 2026-08-16T04:20:37.713422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.713422Z digest=sha256:86e2d1996bff27dcfeed8f5983acd26605fd766352eed20af1dc9812d2760d5c

Observation fa568c43-0f5a-4c7d-aaf8-aa2944087eaf · outbound

This paper cites Handbook of educational data mining43, 43–56 (2010).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Handbook of educational data mining43, 43–56 (2010)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.497927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.718553Z digest=sha256:bee28ae36ab297861bd5d687f3da3b2d5a91f8bc57918a9ab2eb456c62ec5c9e

Observation 8f1685c7-d5fc-4c32-8f10-43b53ef731a5 · outbound

This paper cites Cognitive Science36(5), 757–798 (2012).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Cognitive Science36(5), 757–798 (2012)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.484399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.724062Z digest=sha256:0a8bdd42e84a88df8fc6ed651c4dbe1ecce429dca30040b35a0e248d6e1a5bf1

Observation 6b9e7f28-d234-44ab-a3a5-f65e97569f09 · outbound

This paper cites In: AIED Workshops (2015).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: AIED Workshops (2015)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.469689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.728696Z digest=sha256:067aab6dbb2f30768e6cdd5bf7118d298e0d95314dc490e98e45cb27ac1056ac

Observation b26f520c-b597-4815-a980-44dadd9f2d4c · outbound

This paper cites Review of Educational Research86(1), 42–78 (2016) 14 D.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Review of Educational Research86(1), 42–78 (2016) 14 D

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.456070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.732884Z digest=sha256:370f4341829c8ebd228ac9f4f37d0c5868b00ccb7fddeb3ff1daeacf07faf79d

Observation 997efe81-88a7-47b1-a699-52105c091408 · outbound

This paper cites Journal of Educational Data Mining 9(1), 25–41 (2017).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Journal of Educational Data Mining 9(1), 25–41 (2017)

Reference 18

Resolution
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raw_fallback, observed 2026-08-16T04:20:38.442061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.737762Z digest=sha256:04632041a94827a61413b6e3ef75522490c5f565a8a205b1080878aaf0841193

Observation 8e875cf8-3c27-490c-97ff-3ab9805077d8 · outbound

This paper cites In: Proceedings of the 47th Annual Meeting of the Cognitive Science Society.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Proceedings of the 47th Annual Meeting of the Cognitive Science Society

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.427465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.741774Z digest=sha256:c592c8452092052fae5f07c51ee40f55e0b8a98b08d289fef4bbcd10efd3ebfa

Observation fe7d3e51-c42d-45a4-9336-6f6cfb56bcee · outbound

This paper cites International Educational Data Mining Society (2021).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Educational Data Mining Society (2021)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.412149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.747099Z digest=sha256:1b8e6a97f1178d215f551d041ab047a9d5b959a4189f68562db7577240280804

Observation d7fa9ea0-0a19-42d7-b93f-3d250045d084 · outbound

This paper cites In- ternational Educational Data Mining Society (2016).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In- ternational Educational Data Mining Society (2016)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.398984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.753213Z digest=sha256:27ede96b3e575605e9879c1cef6208c035b243ac4b16a09152175e11036953ee

Observation 5ed89b03-b942-47af-83c3-7dcc87333c82 · outbound

This paper cites International Journal of Artificial Intelligence in Education pp.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Journal of Artificial Intelligence in Education pp

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.385816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.758540Z digest=sha256:44680d79b6be6fd6c359fc3099fd6ab9839827eeb9e873f1155b8ba5fbd0ffbb

Observation 93de20bc-c35b-48be-a187-39a8bfce88b7 · outbound

This paper cites Advances in Cognitive Systems 10, 1–18 (2023).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Advances in Cognitive Systems 10, 1–18 (2023)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.374083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.762624Z digest=sha256:f299bd6a640925da3a08ab361cb5c09c00f8b79e1925bee99db366abf607a309

Observation 21a86ca4-7277-4122-aa7e-578e70e9305c · outbound

This paper cites International Journal of Artificial Intelligence in Education25(1), 1–34 (2015).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Journal of Artificial Intelligence in Education25(1), 1–34 (2015)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.363261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.766826Z digest=sha256:1be35e624302c3818b6b29ba9fec574a8a64f96c76d30c535588462a493af677

Observation 9ad0f154-ab68-4375-9359-4725e60ebf5d · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.770874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.770874Z digest=sha256:2bbb59484cb7c4504a847748fdd3aebdc1eb12d55469ca7232ff8a4ea60c2d21

Observation 67a61427-d677-4b0e-b852-bbfffcebe2cb · outbound

This paper cites In: Advances in intelligent tutoring systems, pp.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Advances in intelligent tutoring systems, pp

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.352478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.775459Z digest=sha256:d24d1965290eb626765c3f3c8c045e1696025edc919fad12cfcc5f6a60d04a2d

Observation 84176a03-db4e-4029-a205-3fd3f62550cf · outbound

This paper cites Artificial Intelligence Re- view 4(4), 251–277 (1990).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Artificial Intelligence Re- view 4(4), 251–277 (1990)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.341843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.779462Z digest=sha256:4c0ab18219a19b9cfe17143df6b52bbc813870641375b58c3daadcc9d67ef1ba

Observation 04d2f4d9-2557-4fdb-ae88-3e60f0dcb1ef · outbound

This paper cites In: Proceedings of the Eleventh ACM Conference on Learning@ Scale.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Proceedings of the Eleventh ACM Conference on Learning@ Scale

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.330437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.783637Z digest=sha256:a87a249f9557c1ce4520a68011a259bb726c80f516ab6d3273543392e9c9693d

Observation 8b19015d-796b-4c9e-9f0b-e8b114dccf6d · outbound

This paper cites PLOS One19(5), e0304013 (2024).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students PLOS One19(5), e0304013 (2024)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.317480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.787512Z digest=sha256:dfe9a62c787b30aa874da3107a02fa6611e72b41308b19965397519ca87f3b98

Observation 05afdf49-c927-48b6-87ba-bbe83d3ea9fa · outbound

This paper cites In: Proceedings of the 2023 CHI conference on human factors in computing systems.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Proceedings of the 2023 CHI conference on human factors in computing systems

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.304328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.791359Z digest=sha256:7e1b24589bbed41c59615c303c1efec42302f95f8dbc3a5d5fc0ffd473dd9b17

Observation a60edff1-6921-4567-8a03-45880d77e004 · outbound

This paper cites In: International Conference on Artificial Intelligence in Education.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: International Conference on Artificial Intelligence in Education

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.289401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.794996Z digest=sha256:1b622b6e6123a672c055dc008efa995c2d391ef7f266c106af0adc03e50a6f6c

Observation 2fdf5f29-3fa4-413e-bc5b-f9b704fca44a · outbound

This paper cites Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.798716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.798716Z digest=sha256:bce920216cd32e3a7166f6f49d9b620a9fe7b14772e4e94d1a819f1d63f200a5

Observation 8efe6600-ac3b-4a18-a4a6-7349b2d9f582 · outbound

This paper cites In: Proceedings of the International Conference of the Learning Sciences (ICLS).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Proceedings of the International Conference of the Learning Sciences (ICLS)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.277061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.803661Z digest=sha256:03755a1399009a76be6bdc87ebf2fff966655252643de6133c2ce53960a97919

Observation 7dfd94b6-28c7-4498-b2ca-3716f271d4b9 · outbound

This paper cites In: International Conference on Artificial Intelligence in Education.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: International Conference on Artificial Intelligence in Education

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.264802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.808153Z digest=sha256:ef7791136ca7b8614c0edfeedd308bbdb553be3308082e66cc86c608eb4e2920

Observation 92ffe863-0008-4955-944c-d1f62044e99a · outbound

This paper cites an unresolved cited work.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:20:38.251830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.812550Z digest=sha256:ad24d2cfd892e67a18f74282117b8a32a45c6ef51e33a9810c1ac09fa9173595

Observation 0234055e-00ec-43aa-9e12-e5e3ec47ac66 · outbound

This paper cites In: Pro- ceedings of the Eleventh ACM Conference on Learning @ Scale.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Pro- ceedings of the Eleventh ACM Conference on Learning @ Scale

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.239454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.816080Z digest=sha256:a1d68a119d13434f17978d974ebb7dd4dc0fc61045070b07e76b8e49e39d70c9

Observation e051f874-d9d2-4052-8eb9-932186184dee · outbound

This paper cites Apprentice Tutor Builder: A Platform For Users to Create and Personalize Intelligent Tutors.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Apprentice Tutor Builder: A Platform For Users to Create and Personalize Intelligent Tutors

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.819952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.819952Z digest=sha256:a0205f5627c797ac59c83b634591877f1c0f82dca79c76fcfa1d1e797b857610

Observation e9158ead-2004-4feb-ac58-1eef81aafbd9 · outbound

This paper cites In: International Conference on Artificial Intelligence in Education.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: International Conference on Artificial Intelligence in Education

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.226655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.823853Z digest=sha256:5f39fd07fd7eba6c725ba354fe539f0a00205491955468e095f23dfead7c52c0

Observation c60f5581-e869-4aa3-9d51-9dc110220afc · outbound

This paper cites Journal of Artificial Intelligence in Education6, 405–437 (1995).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Journal of Artificial Intelligence in Education6, 405–437 (1995)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.211917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.827483Z digest=sha256:16fe70a4de408b24a27cadb6ffe5ee9a28d6500f054c6ac9743cc75d7f5ab954

Observation a1cfc9b2-d694-4970-bf12-afbb3f7fdb9f · outbound

This paper cites Artificial Intelligence31(1), 1–40 (1987).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Artificial Intelligence31(1), 1–40 (1987)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.197985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.830840Z digest=sha256:085d51e4b74ceee6610e337755197341408ab268b37996eda31b1e542703028e

Observation 778ba2a0-ca38-4ffc-bc78-304b4c14e0c9 · outbound

This paper cites MIT press (1990).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students MIT press (1990)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.185390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.834062Z digest=sha256:432df34e3f1d1e8ecb89baba4f8f56ee32d262ed0fd147a9bb2b623ae9fc8c98

Observation f3776ac4-851d-4d0f-a343-f5bbdc56063e · outbound

This paper cites The Journal of the Learning Sciences8(1), 71–125 (1999).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students The Journal of the Learning Sciences8(1), 71–125 (1999)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.175301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.837543Z digest=sha256:4cdd5de9161f02413d0c366b872c4f68887efe25f9e64e10ba5239324ffff7d7

Observation de2c6006-7e67-4331-bd59-e5522bb88c4a · outbound

This paper cites International Journal of Artificial Intelligence in Education16(3), 227–265 (2006).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Journal of Artificial Intelligence in Education16(3), 227–265 (2006)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.163136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.840897Z digest=sha256:59f8039746e2e9ad265d48949de3ebd6f2c5059e827888a8f0b5b250d997d773

Observation 98605e97-893f-4e52-9513-bcc20c460f89 · outbound

This paper cites Educational Psychologist46(4), 197–221 (2011).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Educational Psychologist46(4), 197–221 (2011)

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.844734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.844734Z digest=sha256:4ac6f053a129ff74c84ef275348d84bb14e82c092eb24404507c5425f7832ee2

Observation 6e5722d0-425b-4906-a6e8-cf46bbec3d23 · outbound

This paper cites Journal of Artificial Intelligence in Education5, 135–135 (1994).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Journal of Artificial Intelligence in Education5, 135–135 (1994)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.138067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.848309Z digest=sha256:cbf16ef633ce940f706b4e605530ca197159cbc9b73446da4d1fce6253f88ac6

Observation 5cf063ca-dfe6-4b1b-b758-dcdc63de99ca · outbound

This paper cites CHI (2020).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students CHI (2020)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.116832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.852347Z digest=sha256:76f75e484a734ef55119f5f9440b722afa8791c430a6c14880934b251436d93c

Observation a5abf623-243b-487c-aeac-eb0905c6088c · outbound

This paper cites AI2T: Building Trustable AI Tutors by Interactively Teaching a Self-Aware Learning Agent.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students AI2T: Building Trustable AI Tutors by Interactively Teaching a Self-Aware Learning Agent

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.856081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.856081Z digest=sha256:409c6582c56e1d395a0e55c390b1e71514aaa08cf160386aedac71092dc846f0

Observation 03edad4d-4e86-4d9a-b41d-2f7d28b8eed4 · outbound

This paper cites In: International Conference on Artificial In- telligence in Education.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: International Conference on Artificial In- telligence in Education

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.098017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.860872Z digest=sha256:0c61930c089b73f6f8c17a0be00491d704bcedfbff767cffe7d5f64c827ac6f0

Observation abbbeae5-b931-4154-a0b3-7b5c93444da9 · outbound

This paper cites In: Proceedings of the 47th Annual Meeting of the Cognitive Science Society.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Proceedings of the 47th Annual Meeting of the Cognitive Science Society

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.085632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.864790Z digest=sha256:b4768335c4c3372c0bb4bbfe6e95bc9999fcfa8df9c104c9398d9a9ee53d0261

Observation 97ab5a20-79aa-4c12-ab78-2e51839e0353 · outbound

This paper cites In: Inter- national Conference on Artificial Intelligence in Education.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students In: Inter- national Conference on Artificial Intelligence in Education

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.072783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.868610Z digest=sha256:3de1316a0d5430c0593eb4f020811b769456b43b67a00507565c9c7558098e46

Observation aeba78d9-9df4-46a2-87a0-4b1e164e6f9a · outbound

This paper cites International Educational Data Mining Society (2019).

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students International Educational Data Mining Society (2019)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:20:38.056823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T04:20:37.872452Z digest=sha256:2020c3e6be10b29733889aa3998e95ee35f2bc96d1e51e6bb262201a188b5937

Pith citing papers

No inbound Pith citation observations are available.