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Paper Citation Record · LEDGER

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning

As of 14 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2411.14622.

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

pith.paper-citation-record.v1
2411.14622 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:10:19.049393Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy43
  • unresolved8
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25fb84fe-d67e-423a-a8b5-1b92cc0a9519 · outbound

This paper cites Manipulating soft tissues by deep reinforcement learning for au- tonomous robotic surgery,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Manipulating soft tissues by deep reinforcement learning for au- tonomous robotic surgery,

Reference 1

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Unavailable: canonical work link unavailable.

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Observation 107079c9-1141-4d70-b41c-e9a53f005789 · outbound

This paper cites A new tensioning method using deep reinforcement learning for surgical pattern cutting,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning A new tensioning method using deep reinforcement learning for surgical pattern cutting,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d3a98aa1-92f2-467c-a285-30e3bf65d624 · outbound

This paper cites Deep reinforcement learning in continuous action space for autonomous robotic surgery,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Deep reinforcement learning in continuous action space for autonomous robotic surgery,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a22c3599-76e7-43c6-b38b-2e42465618e9 · outbound

This paper cites Soft tissue simulation environment to learn manipulation tasks in autonomous robotic surgery,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Soft tissue simulation environment to learn manipulation tasks in autonomous robotic surgery,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation dd25c7d0-38b0-4136-a415-0b76e8dd1e42 · outbound

This paper cites Sim-to-real transfer for visual reinforcement learning of deformable object manipulation for robot-assisted surgery,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Sim-to-real transfer for visual reinforcement learning of deformable object manipulation for robot-assisted surgery,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9373d54b-0d9b-4c8c-ab6f-552c7215a747 · outbound

This paper cites Autonomous tissue manipulation via surgical robot using deep reinforcement learning and evolutionary algorithm,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Autonomous tissue manipulation via surgical robot using deep reinforcement learning and evolutionary algorithm,

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 77169397-e82c-4a95-a24c-b0e1d38ba446 · outbound

This paper cites Sim-to-real surgical robot learning and au- tonomous planning for internal tissue points manipulation using rein- forcement learning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Sim-to-real surgical robot learning and au- tonomous planning for internal tissue points manipulation using rein- forcement learning,

Reference 7

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raw_fallback, observed 2026-08-12T15:10:19.802766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7a009619-eefc-46dd-a4c5-6642d55d5310 · outbound

This paper cites Collaborative suturing: A reinforcement learning approach to automate hand-off task in suturing for surgical robots,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Collaborative suturing: A reinforcement learning approach to automate hand-off task in suturing for surgical robots,

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.787141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4311d5d2-7c61-4291-8dc3-da049ab8bfcd · outbound

This paper cites Bimanual regrasping for suture needles using reinforcement learning for rapid motion planning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Bimanual regrasping for suture needles using reinforcement learning for rapid motion planning,

Reference 9

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no resolver link, observed 2026-08-12T15:10:18.842956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e3a50f24-be26-4499-a77b-19c3a4511f16 · outbound

This paper cites Learning needle pick-and-place without expert demonstrations,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Learning needle pick-and-place without expert demonstrations,

Reference 10

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raw_fallback, observed 2026-08-12T15:10:19.763243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e86ea99a-81f7-4957-878f-39e4691e3cf0 · outbound

This paper cites Augmented dexterity: How robots can enhance human surgical skills,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Augmented dexterity: How robots can enhance human surgical skills,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 6d1ac36b-fb49-4b8b-b8cb-26835753a169 · outbound

This paper cites Learning nonprehensile dynamic manipulation: Sim2real vision-based policy with a surgical robot,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Learning nonprehensile dynamic manipulation: Sim2real vision-based policy with a surgical robot,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 2f46f0eb-380e-4571-b64b-4474dccab89f · outbound

This paper cites Sim2real rope cutting with a surgical robot using vision-based reinforcement learning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Sim2real rope cutting with a surgical robot using vision-based reinforcement learning,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.861444Z digest=sha256:6b753e3fc7d430f0192809f9fbcc8ea8a18017ed57138d9c03f85cc8c95a5e6d

Observation 37fd542b-5d53-4aa1-a045-7aff858b7fdf · outbound

This paper cites an unresolved cited work.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Unresolved cited work

Reference 14

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unresolved
raw_fallback, observed 2026-08-12T15:10:19.703807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.866506Z digest=sha256:415bdfc3a907396af6111935ffa69bdcf96c5273cd6a59da69b5cc88b3702bfd

Observation ad5cf146-d0dc-4c51-88c4-f74be9ab98ba · outbound

This paper cites Saline irrigation versus gauze wiping and suction only for peritoneal decontamination during laparoscopic repair for perforated peptic ulcer disease,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Saline irrigation versus gauze wiping and suction only for peritoneal decontamination during laparoscopic repair for perforated peptic ulcer disease,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.688431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.871303Z digest=sha256:8dbf6e5a2c4003b6654517ce1d4da2d17129fb7d9d869432a216f335c6118660

Observation fce0f0df-b4b0-4973-ac5e-645446bcd189 · outbound

This paper cites Verticalized-tip trajec- tory tracking of a 3d-printable soft continuum robot: Enabling surgical blood suction automation,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Verticalized-tip trajec- tory tracking of a 3d-printable soft continuum robot: Enabling surgical blood suction automation,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.875996Z digest=sha256:903cf2691dac9d9aa2a1e2684db29edb722a2e447b5bf4406c6208e50a35c4b3

Observation ff91e4ac-385b-456a-aaf8-f3d5598f5394 · outbound

This paper cites Autonomous robotic suction to clear the surgical field for hemostasis using image-based blood flow detection,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Autonomous robotic suction to clear the surgical field for hemostasis using image-based blood flow detection,

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9e131f79-eeb4-4959-85e2-a9e4d40c852d · outbound

This paper cites Model-predictive con- trol of blood suction for surgical hemostasis using differentiable fluid simulations,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Model-predictive con- trol of blood suction for surgical hemostasis using differentiable fluid simulations,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b5659e99-815d-4d4b-9fc6-2fd4deb2fdee · outbound

This paper cites Autonomous blood suction for robot-assisted surgery: A sim-to-real reinforcement learning approach,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Autonomous blood suction for robot-assisted surgery: A sim-to-real reinforcement learning approach,

Reference 19

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raw_fallback, observed 2026-08-12T15:10:19.626623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 00fc4806-04ac-4a8a-aeb1-f54c562a8edf · outbound

This paper cites From decision to action in surgical autonomy: Multi-modal large language models for robot-assisted blood suction,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning From decision to action in surgical autonomy: Multi-modal large language models for robot-assisted blood suction,

Reference 20

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raw_fallback, observed 2026-08-12T15:10:19.611003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation dc0e8eae-0cba-45d1-a42a-24e235d96b2e · outbound

This paper cites An open-source research kit for the da vinci® surgical system,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning An open-source research kit for the da vinci® surgical system,

Reference 21

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raw_fallback, observed 2026-08-12T15:10:19.594684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 20bfcc56-c1c5-417f-a95d-cd16092d5f29 · outbound

This paper cites A realistic surgical simulator for non-rigid and contact-rich manipulation in surgeries with the da vinci research kit,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning A realistic surgical simulator for non-rigid and contact-rich manipulation in surgeries with the da vinci research kit,

Reference 22

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raw_fallback, observed 2026-08-12T15:10:19.577255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.906832Z digest=sha256:d9533b06a2ba4b69862fee823eb388227ec96656a92d643ec9711703dd0592bd

Observation ed74a52c-d2a5-4c99-8099-ee2901cb2ecc · outbound

This paper cites Automating vascular shunt insertion with the dvrk surgical robot,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Automating vascular shunt insertion with the dvrk surgical robot,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.560214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.911764Z digest=sha256:0f4e2aeab63ae9cbef61dd766cfb3eec2d829a54b31a949a2143217abc46c5b6

Observation 29071c6f-2cd2-4c28-a1dc-a5e1d0a0f91b · outbound

This paper cites 3d perception based imitation learning under limited demonstration for laparoscope control in robotic surgery,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning 3d perception based imitation learning under limited demonstration for laparoscope control in robotic surgery,

Reference 24

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raw_fallback, observed 2026-08-12T15:10:19.543818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.916642Z digest=sha256:55ad9f715a67a046a19e1fe029f6e9e164f03339c08e9dcd143a1f5a309464d7

Observation 34a71391-0fd1-46f4-a0d1-347c87937a6e · outbound

This paper cites Learning laparoscope actions via video features for proactive robotic field-of-view control,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Learning laparoscope actions via video features for proactive robotic field-of-view control,

Reference 25

Resolution
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raw_fallback, observed 2026-08-12T15:10:19.527186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.921890Z digest=sha256:ebad609a2d6eb324d6a8291cb7080548a2c3460e0ee1d18d5a634693805b604c

Observation ae958534-1bbf-4d75-94b9-e8bd6f9570a5 · outbound

This paper cites Savanet: Surgical action-driven visual attention network for autonomous endoscope control,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Savanet: Surgical action-driven visual attention network for autonomous endoscope control,

Reference 26

Resolution
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raw_fallback, observed 2026-08-12T15:10:19.509347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.926845Z digest=sha256:38d37252429c2270a9b0434ee860cf00ab120579dd14d31dda052c9b57082305

Observation 95929e0e-b40b-4b5d-9503-a25ba33c8cac · outbound

This paper cites Open-Sourced Reinforcement Learning Environments for Surgical Robotics.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Open-Sourced Reinforcement Learning Environments for Surgical Robotics

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T15:10:18.931239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:10:18.931239Z digest=sha256:7c5fa38a85bd133d4c7365c3ddbd5497d3f30dd8f85ec031e2c9751c7f6b96f7

Observation 773b7e20-c773-47c7-9c96-4fedafcd2408 · outbound

This paper cites Ambf-rl: A real-time simulation based reinforcement learning toolkit for medical robotics,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Ambf-rl: A real-time simulation based reinforcement learning toolkit for medical robotics,

Reference 28

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raw_fallback, observed 2026-08-12T15:10:19.492511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.937384Z digest=sha256:b82928a05d32a067172b75e829ea5c0e094d7337cb544307534922781a3e0652

Observation 1e205613-0a68-4f2a-84c5-980aea088d6d · outbound

This paper cites Surrol: An open- source reinforcement learning centered and dvrk compatible platform for surgical robot learning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Surrol: An open- source reinforcement learning centered and dvrk compatible platform for surgical robot learning,

Reference 29

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raw_fallback, observed 2026-08-12T15:10:19.477413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.941988Z digest=sha256:9ae72a69429d7e316701b51a1f55f7b2978baf41f7bef870537530fcc58c3bdd

Observation d77f05b8-16b3-4912-91a4-10f0ee660361 · outbound

This paper cites Human-in-the- loop embodied intelligence with interactive simulation environment for surgical robot learning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Human-in-the- loop embodied intelligence with interactive simulation environment for surgical robot learning,

Reference 30

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raw_fallback, observed 2026-08-12T15:10:19.460789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.946775Z digest=sha256:caae8aa22643869c55803816918618f1de07ae5aeed5db3ad55c58133ce8ab2c

Observation 6f5a832e-e5ba-4c9f-b748-46326a3136f8 · outbound

This paper cites Lapgym-an open source framework for rein- forcement learning in robot-assisted laparoscopic surgery,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Lapgym-an open source framework for rein- forcement learning in robot-assisted laparoscopic surgery,

Reference 31

Resolution
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raw_fallback, observed 2026-08-12T15:10:19.445544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.951464Z digest=sha256:d364937ece87927ee3e66874b09faf77bb931d5c9cd15ef1598bcf37489c0ebd

Observation 38dfd662-6cb5-414f-b2fa-2ffd7fc70701 · outbound

This paper cites Surgical gym: A high- performance gpu-based platform for reinforcement learning with surgi- cal robots,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Surgical gym: A high- performance gpu-based platform for reinforcement learning with surgi- cal robots,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.429961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.955787Z digest=sha256:b9a3453903cdd2729325677f68bdfc795457e6806f51eb6b1af7b568fdee4f9d

Observation 0110312d-7c14-4f5a-a0c4-50f8d1a5469e · outbound

This paper cites Orbit-surgical: An open-simulation framework for learning surgical augmented dexterity,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Orbit-surgical: An open-simulation framework for learning surgical augmented dexterity,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.413364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.960451Z digest=sha256:d790a65d1b9f8baff0d5b863823a5bc50ba9c543e0b27f3227453931951a0577

Observation a82dc798-e530-40f6-b86d-c6166116c336 · outbound

This paper cites Fluid directed rigid body control using deep reinforcement learning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Fluid directed rigid body control using deep reinforcement learning,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.394418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.965303Z digest=sha256:0cad105859243e3389f8a09cf8c31fd12ca370bb274577324179b5baf1a2c695

Observation 7a77be41-28ed-4e88-8a34-0c04daa2a88c · outbound

This paper cites Pournet: Robust robotic pouring through curriculum and curiosity- based reinforcement learning,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Pournet: Robust robotic pouring through curriculum and curiosity- based reinforcement learning,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.376845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.969682Z digest=sha256:65c31ba0d1e0ff512846c67fbb59822f4d9aec27e7694eb13ee7f81d6f38f793

Observation 16700fe3-4cd3-4862-8cea-0ddbe1d1d7cc · outbound

This paper cites Fluidlab: A differentiable environment for benchmarking complex fluid manipulation,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Fluidlab: A differentiable environment for benchmarking complex fluid manipulation,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.359343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.974468Z digest=sha256:06cd879f46757ffcb5f4f1bd7a9be58d24112c042ff0f7b49cbca7e84dc3b13e

Observation e36e3b85-66dd-464f-8f72-9b68d6f2e335 · outbound

This paper cites Physics-based fluid simulation in computer graphics: Survey, research trends, and challenges,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Physics-based fluid simulation in computer graphics: Survey, research trends, and challenges,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.342045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.979093Z digest=sha256:fbc81024d2d5521ed27d935ba78f43f618b85f3fe55b6b9046db440c6dad789e

Observation 2cd56053-ae6f-49e1-a401-48402e47d5fc · outbound

This paper cites Fast and robust tracking of fluid surfaces,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Fast and robust tracking of fluid surfaces,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.325887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.983757Z digest=sha256:1cbc796b03563618ab4fa44783503b62f6797d223f127d1e946ef797dae8e439

Observation 90386815-e5b0-420e-b7cc-b6a2cd072e1f · outbound

This paper cites Interactive screen-space surface rendering of dynamic particle clouds,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Interactive screen-space surface rendering of dynamic particle clouds,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.310087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.988066Z digest=sha256:0149996e99723952c44ba7aaf3ab5a833a73fb205061d63323bc2e9fac5dab46

Observation 2f887dc2-1007-4bab-99ab-bcc1ce9b8d46 · outbound

This paper cites Screen space fluid rendering with curvature flow,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Screen space fluid rendering with curvature flow,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.292738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.992516Z digest=sha256:af3fb7b5fd9c18e7f0b42fa3fc487cab4adcba362a256c55658e9adbdb230ded

Observation 619d4d91-f9d7-482d-8518-b62f825ed104 · outbound

This paper cites Anisotropic screen space rendering for particle-based fluid simulation,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Anisotropic screen space rendering for particle-based fluid simulation,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.276529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:18.996989Z digest=sha256:76b486e2dfca4ffc883dc0d0cdd9dc80771016d340d4a2db83b93f0be8b632a9

Observation f35bd3fe-039b-4697-867c-60b1e8ac7f86 · outbound

This paper cites Position based fluids,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Position based fluids,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.260841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.001568Z digest=sha256:c7ceb0de75fc7339936f5b88aabfdf70f01e3ca944b435c6a89bb8fb7b6c049d

Observation f1e89305-32e4-485e-b1a0-e3f64b64a9c9 · outbound

This paper cites Real-time screen space rendering method for particle- based multiphase fluid simulation,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Real-time screen space rendering method for particle- based multiphase fluid simulation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.245012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.006087Z digest=sha256:c24b3fc35fad4393d4dabb5f844462646e0192ba1dbf5928114a100d486054b2

Observation b6a3fba5-1d5d-49c9-bc7e-038503ce1c33 · outbound

This paper cites A narrow-range filter for screen-space fluid rendering,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning A narrow-range filter for screen-space fluid rendering,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.228882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.010843Z digest=sha256:0b622405c23f096f9ad4cc8f0e3789324c9c9c0094ae2045b9d9a7bc8bf14346

Observation 602408ae-a4b6-444f-9670-d8db87325db4 · outbound

This paper cites Unity: A General Platform for Intelligent Agents.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Unity: A General Platform for Intelligent Agents

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T15:10:19.015468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:10:19.015468Z digest=sha256:3c455b5e2011265f045bf0347338787dedee12b2db807ee4f3ce2ffe77933b60

Observation 3e997622-c037-417c-8b9c-08832071eed4 · outbound

This paper cites Domain randomization for transferring deep neural networks from simulation to the real world,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Domain randomization for transferring deep neural networks from simulation to the real world,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T15:10:19.020410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:10:19.020410Z digest=sha256:1d5e6808cf583819da4448f8112a5eb95fd5982b1b5c4dea5488283da35f8e32

Observation d7ad3ff7-8033-4871-9ebb-12a9f6075cb5 · outbound

This paper cites Curriculum learning for reinforcement learning domains: A framework and survey,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Curriculum learning for reinforcement learning domains: A framework and survey,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T15:10:19.025021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:10:19.025021Z digest=sha256:a44c5ce93f3dc733e2a90934463a673496fc10e64c69068da0913a485a143e25

Observation 5ff956f6-1064-4fc3-a03e-e3f28e7e48fa · outbound

This paper cites Learning from demonstrations for autonomous soft-tissue retraction,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Learning from demonstrations for autonomous soft-tissue retraction,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.193481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.029733Z digest=sha256:10602c867c56740f58941aef05b2857feb5cfe4cc1417f04ed337e8ebb9a5086

Observation 3972c918-98d7-436f-bd25-e42e7636c7c0 · outbound

This paper cites CRESSim-MPM: A Material Point Method Library for Surgical Soft Body Simulation with Cutting and Suturing.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning CRESSim-MPM: A Material Point Method Library for Surgical Soft Body Simulation with Cutting and Suturing

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-12T15:10:19.111056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.034402Z digest=sha256:afeee795e3acb53047d3cea908266a0a329164f95196a8693307dc9a8c17f1e8

Observation 75c74d33-2a05-4eef-8066-03153d7e5f28 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Diffusion policy: Visuomotor policy learning via action diffusion,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.177984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.039248Z digest=sha256:44b790e10097ac1c63a311c9fed301f5914b194b8f054cd2dfb00c84fe3f52fc

Observation 1cf96d2b-ba6b-4c09-ac8e-f20342edf3df · outbound

This paper cites Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T15:10:19.044031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:10:19.044031Z digest=sha256:1da680d5f647c212c7e579472b5bf8b7bdc62158821ccc424bb80b95f5b99f07

Observation c85c74b3-e2e9-4641-96ec-d8740c339d6e · outbound

This paper cites Surgical robot transformer (srt): Imitation learning for surgical tasks,.

Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning Surgical robot transformer (srt): Imitation learning for surgical tasks,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:10:19.160548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:10:19.049393Z digest=sha256:eb87c7ae576bba13f3d0ed3369d9703ea0502ce549ef9ade31dfb7fc4983aaba

Pith citing papers

No inbound Pith citation observations are available.