Pith. sign in

Paper Citation Record · LEDGER

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments

As of 21 August 2026, this Paper Citation Record lists 100 of 201 outbound references and 0 inbound Pith citation observations for arXiv:2608.07418.

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

pith.paper-citation-record.v1
2608.07418 v1

Coverage vector

measured 100 of 201 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:59:12.643690Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

100 of 201 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved97
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d06edc87-7812-4e96-a458-03daaf073c12 · outbound

This paper cites 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pages=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.297973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.297973Z digest=sha256:a62765da75c9dc5b641f6a7b35a05abb456ad52d8bf9e243797bd9bb306a5531

Observation 83b6d2bb-71b3-450d-9090-ff45f04c68b1 · outbound

This paper cites 2018 IEEE International Conference on Robotics and Automation (ICRA) , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2018 IEEE International Conference on Robotics and Automation (ICRA) , pages=

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.302911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.302911Z digest=sha256:0a7c201e152979015794f60a60e9f184253d8cb8c5968c0122e80b18b40d7073

Observation 7fef4e36-f209-47a4-b322-cd26cb020e99 · outbound

This paper cites Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.306957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.306957Z digest=sha256:05f68d51b6e5505c742d47f586860f746bb321f945e3c3d750ecf922b6b06421

Observation b52a3c41-f0d6-421c-8748-681dead6004d · outbound

This paper cites Solving Rubik's Cube with a Robot Hand.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Solving Rubik's Cube with a Robot Hand

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.311315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.311315Z digest=sha256:c7770098baaec9bf97e95e67f295c7c22f6485950fb35ac4a37af43d0b2a5b37

Observation dc36f142-f4ec-4c88-ba40-e696e9e00849 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.316454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.316454Z digest=sha256:20fd7a889d8c7dfbf18f5926dc704536e5c3f567e01108c67748277c6ca88370

Observation dbb58fed-5b20-4d0f-b250-096c4958cf43 · outbound

This paper cites and Veness, Joel and Bellemare, Marc G.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments and Veness, Joel and Bellemare, Marc G

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.320179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.320179Z digest=sha256:a08718caf8f0d51ee253c755dff73caa0e8d6a82215f331cf1e2497649561460

Observation 4859f978-86ee-4714-901e-2895db31c507 · outbound

This paper cites Learning Navigation Behaviors End-to-End With AutoRL , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Learning Navigation Behaviors End-to-End With AutoRL , year=

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.323964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.323964Z digest=sha256:4adf3cfa1371c5390ce4c06922453b9bf3fae29f457f0dbb37d987328159fbce

Observation d19e2085-5e29-4d37-8583-1fcc10fd1e8c · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.327430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.327430Z digest=sha256:c9bb4bac9be0570f4cd4dadcd3501cb2742cd251d946fdbd3b510eea65391d53

Observation 7d7e7605-5ba8-4df8-a379-19f3c9f53461 · outbound

This paper cites Environment Generation for Zero-Shot Compositional Reinforcement Learning , url =.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Environment Generation for Zero-Shot Compositional Reinforcement Learning , url =

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.331339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.331339Z digest=sha256:96eb8cf889b61a0b0ce52257f41bfb08261ae04d26ec52a4016d307dbf481de3

Observation 7fb51183-9c15-476b-9071-84107ae48cc7 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.334748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.334748Z digest=sha256:ec1c870a05d6567a1ee2fa5103b29bc628cb3a0033b51e0d422948908048ba25

Observation 5f05f2ad-b78e-4d27-ae5f-ba1a800593f0 · outbound

This paper cites Advancing conversational diagnostic AI with multimodal reasoning.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advancing conversational diagnostic AI with multimodal reasoning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.338136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.338136Z digest=sha256:d71d34f2ef4de302526391f4d7120177914d806c41544c264e13269fa0828e08

Observation 2eff7906-a223-4c34-80a2-4eda160e575b · outbound

This paper cites Towards physician-centered oversight of conversational diagnostic.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Towards physician-centered oversight of conversational diagnostic

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.341673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.341673Z digest=sha256:f1d938b3494878d451ea776d16774894f6334d4742f7082ad0707dc588c28846

Observation 049717c5-cbc2-43d4-a989-f8e8e2d9d6fa · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.345330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.345330Z digest=sha256:59a2f83a900278ce4b79375f6170606c81f809f1020df1945a857940fcc53bf8

Observation 4e0c0fd5-ba2e-4db9-8578-37c3bf062027 · outbound

This paper cites 2025 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2025 , publisher=

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.349198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.349198Z digest=sha256:cd24c085c326081cb6c7cd431df9712b1b0e7f31ad6b69fc406e12ceb36ca8ff

Observation 9af158d6-d2ea-4e26-aa3b-48aa07f88241 · outbound

This paper cites The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.352771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.352771Z digest=sha256:631ac24866b4a91d2a3ddce1f026dd91d653a30cacd8e2b699befbf09b40fdc7

Observation d283be22-59ba-480a-bdef-763e2d39ee26 · outbound

This paper cites Towards conversational AI for disease management.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Towards conversational AI for disease management

Reference 16

Resolution
verified exact
doi, observed 2026-08-10T04:59:13.153635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T04:59:12.356820Z digest=sha256:8d20eb92c225a15d6a9eb3e5ce9f6f0b446fda8240731e7b8cbe8ce8a5384226

Observation 33e0fb3a-f338-4586-9dad-4b4fe5a64464 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.360282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.360282Z digest=sha256:4a295c605b61321a8a02f25a7e307c38175371287620f6ec00ce2ac61cd2dc69

Observation 2829ecda-66ce-401c-aa8b-a83b030acc06 · outbound

This paper cites Nature Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature Medicine , volume=

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.363612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.363612Z digest=sha256:e47f009c39f89adcda732e6b6d25d205cd31da66e99d5905ca9221354a8550c0

Observation 974e02d3-4317-4dbd-aa9e-0ef1d03b97c4 · outbound

This paper cites A prospective clinical feasibility study of a conversational diagnostic.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments A prospective clinical feasibility study of a conversational diagnostic

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.367199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.367199Z digest=sha256:8a324e69205822b1b36116e1d24d938f3fac0fe9531c125b3c1ae8102ea47531

Observation 43c6ce80-f749-426e-8d6e-fb32f4aec351 · outbound

This paper cites Can large language models reason about medical questions?.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Can large language models reason about medical questions?

Reference 20

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-10T04:59:13.800838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T04:59:12.370585Z digest=sha256:f0603a2930bf763fc544dc51dc17ef97c15ffda24ed6466dd4387c242e34d5e2

Observation 6146e0ff-3350-4fe6-b607-e6251b07507f · outbound

This paper cites Nature Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature Medicine , volume=

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.374006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.374006Z digest=sha256:552d69b48a789767dd60c956b8eed318f9133abc3c802fae3d7b5b296e3ddac0

Observation 70c43cb3-3695-4621-806a-517e9480fbe2 · outbound

This paper cites Capabilities of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Capabilities of

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.377620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.377620Z digest=sha256:3d39ba692744a1e9e7f58264f59642f51a5cf06cbe743537f3a8b0fb730e42b8

Observation 6da05644-c51a-42e4-953d-1ed2ff4f05df · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.381129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.381129Z digest=sha256:5fdfd85acde280cf611773b3ee5b6654a1321eef5be1cb90e688c47bb3551f4e

Observation 003cb7e6-56fc-4fa0-b450-7b8cfbe4a0dd · outbound

This paper cites Evaluation of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Evaluation of

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.384376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.384376Z digest=sha256:009367bb97aa1e7994b0db13e3dc8ae57c202acc94bb5cff33ba6549c2c89d6f

Observation 09a05256-af46-4c50-b694-ffa203ae2cf7 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.387487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.387487Z digest=sha256:4bf3bcb897e59b07aebc6abe40ba03e46fb3d125575888ee8ab21ac2396198ae

Observation a3ac4bea-878c-4081-a24c-5cb5b1412f52 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.390726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.390726Z digest=sha256:a8f92d2431c90570f6b44fd9627ab9b9d744b0b0aa7fcf55ca1bf98d9ce947f7

Observation 1e44d939-a4ef-42ef-b05d-02a8c7efbbeb · outbound

This paper cites Capabilities of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Capabilities of

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.394046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.394046Z digest=sha256:3ae3d4a917c4caa07264b620daa39f06ee32126dafea271346291505cc3fd6db

Observation bf7ffc82-5862-49ef-a6f8-a4dbbc07fea4 · outbound

This paper cites Mastering the Game of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Mastering the Game of

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.397494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.397494Z digest=sha256:6dd508130ea7087ba515299d923c5cad524bb8ef2aa345889ef96a469cb9f8ce

Observation 07b802a0-150c-4630-b5d6-54b1d8756323 · outbound

This paper cites Mastering the Game of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Mastering the Game of

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.401024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.401024Z digest=sha256:906cbaa3b3bf8fd5115cb93a09cd1d624db3f9659a2fe60d8ce8beb44e62e9fe

Observation 1786e757-b496-4ee1-ab88-b0ce340a2873 · outbound

This paper cites Mastering.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Mastering

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.404358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.404358Z digest=sha256:a3eef5d3e19dab4e4bdbe2dba2dfaec51de762f8f5e77ba8b543d2e1a653e5a5

Observation ba84167d-4002-49ef-af47-7f0bf9a6f372 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advances in Neural Information Processing Systems , volume=

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.407604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.407604Z digest=sha256:e60b6b71100c1e123dfe7640cf4a8116e7349c1a6eb329c1b82d4af3bbaa99ac

Observation c03a25c1-8658-4a6f-a7cb-947263121675 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.410795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.410795Z digest=sha256:03febf735197b0bd985cda56d7c9dd71b03edbf7452f663417f5144f10f85c59

Observation 08778d35-8a17-4cf3-ab22-b2c76475100e · outbound

This paper cites Grandmaster level in.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Grandmaster level in

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.413945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.413945Z digest=sha256:ec82e4dadf0368ecfdb2514637ecfdc9c257fa163f124479e8f15fa19bae8ae3

Observation 222f6e03-d00b-41a8-9a3e-a05fad266017 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.417258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.417258Z digest=sha256:8f02a55d13a84b81731fce8643552b5374a021b82f2a4ce97e0563ae0c2e6bc3

Observation 2e015b16-a841-45d0-a0ca-f116be45c1fc · outbound

This paper cites Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence , year=

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.420347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.420347Z digest=sha256:5bea1d65a6bae3f33a93b0da4edc2a7cc966a1fad8d4fa35bece47a044952d91

Observation 9ef0591e-260b-4896-be02-6da39aac8bd7 · outbound

This paper cites 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , pages=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.423613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.423613Z digest=sha256:350ff3ef94aa0084dcafad2b7fd3a2728834dc1062c27222253c37432f60b736

Observation 18eaf3f9-69db-4eaf-8edf-4c027669d66d · outbound

This paper cites Proceedings of the 2nd Machine Learning for Healthcare Conference , series=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 2nd Machine Learning for Healthcare Conference , series=

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.426993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.426993Z digest=sha256:f8970a412e3cc06cd5ebcabf01b13be2470206ce1cb705c8c88d43c95d43194c

Observation eab3fec0-313e-4cbb-a823-5934de5cd20a · outbound

This paper cites Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.430282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.430282Z digest=sha256:f8314d9d1dab45628cb6bd43ae3786371d8189049a97dce69e3a6a87f30919ca

Observation 0b3908df-7382-412d-ac20-61c5d467601c · outbound

This paper cites Proceedings of the Second Seattle Symposium in Biostatistics , series=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the Second Seattle Symposium in Biostatistics , series=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.433668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.433668Z digest=sha256:5c6a3b19167618f04ebc8ed3035a5b32e0f274f9e4061a25bc73c0dd739bd664

Observation c1ed9ebc-f41e-48e6-ac26-cd6a6ee6a404 · outbound

This paper cites Annual Review of Statistics and Its Application , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Annual Review of Statistics and Its Application , volume=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.437002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.437002Z digest=sha256:b1ff3a7f463b37f1b6f77a2e0129eeb9699420d536ced7efdbdf873fe9cf0011

Observation 477ad044-dcd8-4744-8556-e556af9a2ad4 · outbound

This paper cites Machine Learning , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Machine Learning , volume=

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.440240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.440240Z digest=sha256:0e9ed8e95c591a1c854fbc672473eba557a0fb00df7082d3081e22acd245ba6c

Observation e0899d04-e251-44ae-ac7f-0ef996c3d0f6 · outbound

This paper cites Clinical Data Based Optimal.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Clinical Data Based Optimal

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.443606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.443606Z digest=sha256:1e4dc4f31dd2128206a1a82a8781991505781e68cfbcb2183aeb4a5e79b3eb67

Observation 1d8fa930-cc04-4aa2-ae00-f3e861f4d3ac · outbound

This paper cites Medical Physics , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Medical Physics , volume=

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.446972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.446972Z digest=sha256:dcc8f77b1c9fd070ea7fad8992a90c4587caf8a6961fe5b614a707a5b0d350a1

Observation fd911198-de81-4ec6-99eb-3e30d9559ebf · outbound

This paper cites Machine Learning for Healthcare Conference , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Machine Learning for Healthcare Conference , year=

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.450290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.450290Z digest=sha256:ad5dfe10bdf91eab81c625f96cb6440a64f9909129370fab1e6f53cddc0bd71b

Observation aa3ad4dc-06e0-4eef-9600-ff722fcc5a4c · outbound

This paper cites IEEE Journal of Biomedical and Health Informatics , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments IEEE Journal of Biomedical and Health Informatics , volume=

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.453833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.453833Z digest=sha256:2847ed14c9df4e58cdbcc89ff44587653c2da603d67cd9e2e1a06476d82528e5

Observation b87ffdb0-8ad0-4c3e-8a9a-a5725e0d542d · outbound

This paper cites Journal of Medical Internet Research , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of Medical Internet Research , volume=

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.457166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.457166Z digest=sha256:13c4766df43e2105e67abff169e2639a730a2ac6560390a0f3289fa4bc65f66c

Observation b2c4cb0f-7b15-48ed-a5ed-03b974c05829 · outbound

This paper cites Artificial Intelligence in Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Artificial Intelligence in Medicine , volume=

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.460219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.460219Z digest=sha256:f38576c586d6aacfb47761fc1c609f32e0c3a6ae95317e36cb75ad1cd357c2b0

Observation d9652e46-336c-471c-bb23-8abfc1779f40 · outbound

This paper cites Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , year=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.463551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.463551Z digest=sha256:143510aeb17440b3fd1da5358fb1d31dee40df5f72e97ff80cffce0a6f2eb50d

Observation 6ae3e9d6-3bbf-4d3b-be34-698ce712c5ae · outbound

This paper cites Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing , year=

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.466695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.466695Z digest=sha256:4dfd33c5787cbceb3c8d1e358aa63c4e934c4c6ab9cda5337e4292d488736407

Observation 6a5b51ab-eacb-47c9-89ed-7d046effcb3c · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.470071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.470071Z digest=sha256:c092bbd48f5cd96ea2085c3f3b044925dabc9ea0c03791523dfc98237b03c3b7

Observation c501ea25-6f7a-46e9-87ae-424991cf94ae · outbound

This paper cites Academic Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Academic Medicine , volume=

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.473255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.473255Z digest=sha256:ab20072bcca6d97f36a8435ff36b79b162377b085df911bbdc3b2172374ceb3e

Observation 4dde0f9b-ae39-420b-a114-1b6cc883f91a · outbound

This paper cites Personality and Individual Differences , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Personality and Individual Differences , volume=

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.476519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.476519Z digest=sha256:1cc84d494e906199f720e13ef95179681318baf394c35fad943ef2db3e28a2bd

Observation aeba4dfb-81f2-446e-a05b-e7ebfc39909f · outbound

This paper cites Journal of documentation , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of documentation , volume=

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.480095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.480095Z digest=sha256:a695bc8442dcc6317592440b4ea731a8276975b9324153f4aa50623ebb2300fe

Observation 69aed678-a206-4fb6-b994-df499cd5861f · outbound

This paper cites Journal of personality , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of personality , volume=

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.483689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.483689Z digest=sha256:6d59d41ff5c4e21f34abea367ffca161b591678978463e668b5d24f4e3c25b03

Observation 7825c946-14fa-41f7-99fc-a434e3bb03f4 · outbound

This paper cites Scientific data , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Scientific data , volume=

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.487467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.487467Z digest=sha256:311703768c112a6e7c35c40be1bf69021e20048064fb2907fff96a407b3c84cc

Observation 28e6e0fd-30c6-4aaf-972c-7566c623309f · outbound

This paper cites Intelligent Virtual Agents: 7th International Conference, IVA 2007, Paris, France, September 17-19, 2007.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Intelligent Virtual Agents: 7th International Conference, IVA 2007, Paris, France, September 17-19, 2007

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.490800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.490800Z digest=sha256:ce2bf6ceec79e8a72be5e8153af78dd73219122d45cc78cdccd34211b1382b60

Observation d0c3bc76-b160-4833-ba1c-035d917c8d38 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.494180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.494180Z digest=sha256:3f4b03a413879968d33188dcabd8738f6d10d6b41c7e04200f51f16a4532bedf

Observation f99e957a-2574-4868-a54c-34252bd8a761 · outbound

This paper cites Nejm Ai , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nejm Ai , volume=

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.497468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.497468Z digest=sha256:525c52765a67dca4a11f568353e15db275e66fcea62db36e3bed74628585d11d

Observation 38c74c3f-91cc-46e9-8ca5-c9f54ca16210 · outbound

This paper cites Proceedings of Machine Learning Research (ML4H) , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of Machine Learning Research (ML4H) , year=

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.500873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.500873Z digest=sha256:7a8db7063e7059fbcc10d6aca6a4a323ee442ca09d520cc6a52f0502225ef70f

Observation 6a236272-0442-443c-b66e-84ecee156b8a · outbound

This paper cites 2024 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2024 , publisher=

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.504351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.504351Z digest=sha256:58c5139e37c57b306df959a0b7200b1ea78cb64d31841e422fd79b45fd1497bb

Observation dcb96ea8-7c1c-4e26-bd0f-8fbdf6ff26e0 · outbound

This paper cites npj Digital Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments npj Digital Medicine , volume=

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.508026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.508026Z digest=sha256:6c5a5e0961f1607f8b7c85a44cb9c08015175a20419dfade36b71c69444b61cb

Observation 49856618-ac57-4c19-a562-0d869b1ef995 · outbound

This paper cites JAMA , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments JAMA , volume=

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.511297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.511297Z digest=sha256:e9b23ea886c1aecb00c167e420cd6a9360c45bcc66ff5f6b263553e0a4bb99fe

Observation 338e9a1a-d914-49f0-a860-6952871d49ee · outbound

This paper cites Red Teaming Large Language Models for Healthcare.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Red Teaming Large Language Models for Healthcare

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.514801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.514801Z digest=sha256:27f1c0fc7132e41d513d7d9c137aa23899e03e6cb67f31dce2ac34ff77f7407e

Observation 03fdebea-f174-4d6c-aa93-8b15c52c6778 · outbound

This paper cites JAMA Network Open , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments JAMA Network Open , volume=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.518555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.518555Z digest=sha256:09e663ba936f48f4bed8d77b04a5defe8d34c60728ebba8b5793efc166b013d5

Observation 19a97d10-5381-4c25-9bf2-a313b2080207 · outbound

This paper cites Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine , volume=

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.521810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.521810Z digest=sha256:56bb5c52b0899044a0a54710207d259aa0218b44498b1fddad8e4e8f7a1123da

Observation ead895e2-bfb9-4373-a454-cb758e67a6c3 · outbound

This paper cites International Conference on Machine Learning , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments International Conference on Machine Learning , pages=

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.525160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.525160Z digest=sha256:6eec6bbdc9666f4b9793e3c5b334c1c25d68504a0f9eafdf5ee475d5da695b57

Observation bf9e5237-e24d-475e-bca4-b1d28e73b67f · outbound

This paper cites Conference on Health, Inference, and Learning , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Conference on Health, Inference, and Learning , pages=

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.528414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.528414Z digest=sha256:9581c6b0384eba36cc87d838f5ec1f46114776a05ed041e9a2976cf3dedd8c12

Observation a9e481bd-a602-49d3-9eea-789d29daa022 · outbound

This paper cites Medical education online , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Medical education online , volume=

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.531810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.531810Z digest=sha256:a04a48ef597e6d715236741c0c7db85e3ea747099f342474d1d80e8ac7ccc168

Observation f2957b08-92a5-408d-aa87-2dc5326d73fd · outbound

This paper cites 2024 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2024 , publisher=

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.535685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.535685Z digest=sha256:4882fb040952cb484fc78ea133016bc55818290a1170940215614d142f63fc8b

Observation df12e5f6-d961-4991-9e8a-abf15b54b3a0 · outbound

This paper cites Nature medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature medicine , volume=

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.539199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.539199Z digest=sha256:ec5dbf8cee45355ad629956fc8ed799e1a32cdcfc90ebebfba45d453c1bea07c

Observation aa135325-057c-4aaf-bcf5-8de76b435b3e · outbound

This paper cites NPJ digital medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments NPJ digital medicine , volume=

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.542568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.542568Z digest=sha256:bd2434d9191d2ecdd38e6dbd7e16170a273da2720017be8c0f23c1e8349ee7b9

Observation b65895ef-14f2-4bdf-868e-eccd5e24e333 · outbound

This paper cites 2026 , organization=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2026 , organization=

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.546051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.546051Z digest=sha256:a05367815abebc39677be9a8424943702daf818e5588653c6adb9865c9a879a9

Observation fd2cbd27-d934-4139-9181-e0033b32ce9d · outbound

This paper cites and Fan, Xiaoran and Shangguan, Longfei and Wang, Anran and Daryani, Bhavna and Herkenham, Buddy and Tan, Cara and Malhotra, Mark and Patel, Shwetak and Hernandez, John B.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments and Fan, Xiaoran and Shangguan, Longfei and Wang, Anran and Daryani, Bhavna and Herkenham, Buddy and Tan, Cara and Malhotra, Mark and Patel, Shwetak and Hernandez, John B

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.549608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.549608Z digest=sha256:8f592e117a8e170427f2b52241b784c58273b34c321af48fc11968e2290d70ee

Observation 65fdb9a3-ea66-4e7f-a5cf-4bd715ec500b · outbound

This paper cites Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics , year=

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.553115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.553115Z digest=sha256:93b5141bc2240cb0fcc31ea8084cc67d252ef69ccd967bbf835fa089b18cf381

Observation b864db00-2dd7-417f-bd56-2bf53298e1b8 · outbound

This paper cites 2021 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2021 , publisher=

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.556387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.556387Z digest=sha256:c8fdeadecc9b45b9897d3b23b691430c747113d89ccd1a51d09ccb664fe2a6ae

Observation 8cc8bdc8-54cb-4a39-aa58-b35fb6731544 · outbound

This paper cites NPJ digital medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments NPJ digital medicine , volume=

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.559739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.559739Z digest=sha256:fafd76001e220350dff5c80a5947b8d70207f7fe0e681c031e7b8f01d5e797ec

Observation a2b596ce-aab8-4242-a911-af83f21725fc · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.563411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.563411Z digest=sha256:793371b58d2c354c8bc2d10bddf83ade274b340f7d4c724db35818e9f61e9291

Observation c63800bf-ea3b-430c-bc2e-586b337a0015 · outbound

This paper cites Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.566849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.566849Z digest=sha256:4a2d951eaab8fd7cdc2cc14950b629587ece2e8d399ac99e9bf039a2b9be928e

Observation 6caaf5a4-fa41-4125-bbec-116e9df1b34e · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.570787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.570787Z digest=sha256:6131ecfbab3437d5ce43c4fa73ddb3b014cc9c9a94a21a46255b26d984fc46c0

Observation 641644c7-b81c-44d6-bb7b-1855e089811c · outbound

This paper cites NPJ digital medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments NPJ digital medicine , volume=

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.574671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.574671Z digest=sha256:672967d74cc1797bfdf25722ded90d17eb3fb549ae72ea688a4fb40299dc98ab

Observation 086b0f35-62fa-4e51-83b3-bc0df8fd9c8a · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.578101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.578101Z digest=sha256:eda1e8e0c05294e3d531020b2e73018912a9e5aa1224c1514f2b074ebb492c76

Observation 4354e571-70a3-467c-b817-308c7acef6cc · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.581517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.581517Z digest=sha256:4219546b03f27cf805eba5a09f0f157d7a2477ba3eeea4d31288cc45d9561cf0

Observation a52c151b-5b03-49b0-8a3b-b9d046bbaee5 · outbound

This paper cites 2025 , organization=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2025 , organization=

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.584897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.584897Z digest=sha256:e30107b8a719b6bf21d31b5046c823f62f507c0fea33cde6b2e5cb93ecdbf41d

Observation 49cf34c5-c723-4106-9caa-7297aaf1fa81 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.588342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.588342Z digest=sha256:1f25fea32f92aa6fb72b065d66eaf21a6671bd60f0b1a74cea94256e13c11d5b

Observation fe74ab02-cee0-4f39-9b7f-8d77c8d0d5ec · outbound

This paper cites 2026 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2026 , publisher=

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.592251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.592251Z digest=sha256:3305872306eccccaad12b63e032237c4fd08a0509b7e251fec6a60bd9ed646b1

Observation 9294462e-9903-4903-99d5-111f9efa6c09 · outbound

This paper cites MedGemma 1.5 Technical Report.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MedGemma 1.5 Technical Report

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.595405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.595405Z digest=sha256:b1866cb44d988a10403e78014223d5ca2f51daa94a5053ef87c15a251af3ea93

Observation 8a84d6c7-81d9-4d36-96e0-b1388b9495d8 · outbound

This paper cites MedGemma Technical Report.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MedGemma Technical Report

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.598821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.598821Z digest=sha256:fcf4b8c85af005f5dd8a7ac0b1c1efa3d02d32a088f29c11cc7a8994dc645ccb

Observation 7c2404e8-2e63-4236-ba99-f694dd866ca8 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.602535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.602535Z digest=sha256:b5bc495a726113fb38a9fed16cc6ed5dd9cfb086531d89b939b98b56da6b0741

Observation 86a2b4ae-1cda-4edb-9ae8-fd605db6d98e · outbound

This paper cites Constitutional.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Constitutional

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.606213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.606213Z digest=sha256:b4dc4d3321c646bf9aef74bb49f3d6d0eb73f92f30f2d332b41b7f720e223154

Observation 48aceb84-35b9-426e-b504-51ec6c0295cf · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advances in Neural Information Processing Systems , volume=

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.609464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.609464Z digest=sha256:145f68dc76270619ca6f0ea3ab22efbf243585d3fa32e1d9dbdce85927df3f39

Observation 7d9a05e7-5afb-4df8-a9c2-f926b2332054 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.612783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.612783Z digest=sha256:d69ec14161400ac0c18594061d9c84afc27c9baf573c268ac298f0e131b181f1

Observation e339b75b-5abe-47e4-8d02-7114b6182e19 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.616124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.616124Z digest=sha256:c2edebda79f2f9f84a7edd2a11cd8820068eb93c4761fe757b3d38b6f808ff5c

Observation 0d2480b1-1637-4574-9f25-f0f83cda72a8 · outbound

This paper cites Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.619999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.619999Z digest=sha256:2d4840358105dd7153222eb1150e68ee677588ba1312e2b98ede440f67685f2b

Observation 6b267c1a-b8a6-49a3-82a1-b7bdcdd7606f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advances in Neural Information Processing Systems , volume=

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.623498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.623498Z digest=sha256:b42f07719347019457f57797fa675a6b0131619c60b85349960443ecd87877a8

Observation 4c242ecb-39a8-4bc4-bfdd-5c3e75ff9d4f · outbound

This paper cites Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis

Reference 95

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T04:59:13.483709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T04:59:12.626837Z digest=sha256:b4ad2aa19e37bf6dcde8e7e05b2c9f2f38faca6d2254ed5c9c42e3d4880c2379

Observation 31d323b9-5a95-45b4-8cf2-c0f2279442a6 · outbound

This paper cites International Conference on Machine Learning , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments International Conference on Machine Learning , year=

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.630352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.630352Z digest=sha256:a2b858d6366558462c2805170e72933f1da133d9026ec9c1b256eceaa822a342

Observation d87aab8d-cc5a-4899-8b12-0e8dea9d5b0b · outbound

This paper cites arXiv preprint arXiv:2510.24654 , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments arXiv preprint arXiv:2510.24654 , year=

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.633698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.633698Z digest=sha256:a9a1b6fceefeea07266dc9a3b994c3d6ccf0cac15f22e90077791f331aac4fbc

Observation 5bf6f486-4af8-4c9f-b5a4-d05b6ef1ff7d · outbound

This paper cites 2009 , howpublished=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2009 , howpublished=

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.637023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.637023Z digest=sha256:3a7322511535fa35882f98b0c21bf4619dc8a1ed817b4baa643454be7920997d

Observation dd759b06-84b9-4b9f-b787-d1e1bd9dc72b · outbound

This paper cites 2022 , howpublished=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2022 , howpublished=

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.640460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.640460Z digest=sha256:9dee624dc099810d3313bc2c8547f0fbb3bc5e1b5114482f8ada444608805a2d

Observation 78f9b218-5c5d-4a40-9dae-78e8f9328fa1 · outbound

This paper cites 2000 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2000 , publisher=

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-10T04:59:12.643690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.643690Z digest=sha256:38fa327cd918575fd75129b60a957c97bc757b3ecfc0ec86582977cd9f336c1b

Pith citing papers

No inbound Pith citation observations are available.