Pith. sign in

Paper Citation Record · LEDGER

Multimodal Behaviour Trees for Robotic Laboratory Task Automation

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2506.20399.

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

pith.paper-citation-record.v1
2506.20399 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:34.109287Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy20
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93dad468-b0b6-4207-b78c-4aad3952a61d · outbound

This paper cites A mobile robotic chemist,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation A mobile robotic chemist,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.324468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.047416Z digest=sha256:6dee79274e15aeb47fb5797118b67639fabcf4854c322074e0d49d04d6f89eb0

Observation 7e47a59e-a0ed-41cb-b792-fc53ee3a57c4 · outbound

This paper cites Self-driving laboratories for chemistry and materials science,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Self-driving laboratories for chemistry and materials science,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.316661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.051224Z digest=sha256:dfe9caf14931e19ce3bac4cb2e2ff177d8c21faaa9a4333bb2ac8d0171069341

Observation e8fc8e66-86be-4a7c-a7e5-141578d59d4c · outbound

This paper cites Archemist: Autonomous robotic chemistry system architecture,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Archemist: Autonomous robotic chemistry system architecture,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.309338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.055044Z digest=sha256:aebd960f21d9a3834e663411cc41fdaf60139c133d62eb62f5b12dc97adf711c

Observation be8fa4cb-e5c4-45e1-a804-c4c7b5cb029e · outbound

This paper cites Organa: A robotic assistant for automated chemistry experimentation and characterization,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Organa: A robotic assistant for automated chemistry experimentation and characterization,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.301887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.057920Z digest=sha256:a934a0872735e69bc471302df5adf99125d0c18bd82a542f4f8cdc4acc8d5908

Observation aba5d576-041b-4140-b077-3837d8460dd3 · outbound

This paper cites Colledanchise and P.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Colledanchise and P

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.294320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.060990Z digest=sha256:84689443ca25ff752c546149e7a7ff02cf4ee947d12d12e7b6362e7d5acac694

Observation 1378a80c-d8a0-439e-9f57-d16b82a3d25d · outbound

This paper cites Automated synthesis of oxygen- producing catalysts from martian meteorites by a robotic ai chemist,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Automated synthesis of oxygen- producing catalysts from martian meteorites by a robotic ai chemist,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.286332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.064162Z digest=sha256:10211e3477825bbaedb17593ec128a1f60d1808a92258b66bacf4748bf50152f

Observation e4311172-864f-4eea-89a6-cea2be564bef · outbound

This paper cites Development of a robotic system for automatic organic chemistry synthesis,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Development of a robotic system for automatic organic chemistry synthesis,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.278458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.067131Z digest=sha256:61648983e7d9bbc757e891cba3a702c3565ed18b71c39a6a541be29bbd79b20e

Observation 2652474e-3357-4b7a-890d-dd76474333f4 · outbound

This paper cites Automated solubility screening platform using computer vision,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Automated solubility screening platform using computer vision,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.270752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.069736Z digest=sha256:a43bf33f32a8d11ad5a1921f4e302bd16bbf067ccceb7ae1122363c5f37603d8

Observation dcaabd60-9063-41f6-a44f-fe7fc122e5c4 · outbound

This paper cites Modular, multi-robot integration of laboratories: an autonomous workflow for solid-state chemistry,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Modular, multi-robot integration of laboratories: an autonomous workflow for solid-state chemistry,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.263339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.072169Z digest=sha256:008cd686aabe205ccfb95167c3c772081e84bdf5158236ca9b5f1d174c019ad3

Observation 2016cd54-debc-4088-b631-5567c72da3a8 · outbound

This paper cites Multi-robot, multi-sensor exploration of multifarious environments with full mission aerial autonomy,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Multi-robot, multi-sensor exploration of multifarious environments with full mission aerial autonomy,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.254975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.074875Z digest=sha256:cdcec28b003c1af3cd04ea42d4c20f119159eae271be15718b3151edc9eb7156

Observation 1ca5b2cc-a5d9-4f24-bb6a-d3f16d406fab · outbound

This paper cites Interactively learning behavior trees from imperfect human demonstrations,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Interactively learning behavior trees from imperfect human demonstrations,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.246191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.077123Z digest=sha256:e4b9842e580c27ad116bce2985bfb37c981d1ae73b3edc28cb3e1b97a8c191c4

Observation ad597764-4ffa-4e89-9e22-246ba72bc70e · outbound

This paper cites Accelerating laboratory automation through robot skill learning for sample scraping,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Accelerating laboratory automation through robot skill learning for sample scraping,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.237585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.079663Z digest=sha256:5ae0a3e9f2d2738136a061d775dc60e68d2e4dc63ec3230119c7c15f669bbc67

Observation c2a25121-38e7-4ebf-8266-8efba9a51c39 · outbound

This paper cites Leveraging multi-modal sensing for robotic insertion tasks in r&d lab- oratories,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Leveraging multi-modal sensing for robotic insertion tasks in r&d lab- oratories,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.228193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.081947Z digest=sha256:7649ede6fd8b612f75b3e3aa91c9a729b0eb7019ded59e63c0a00bc8c2fc9053

Observation 6af0b56a-c39b-49f9-8b71-c8d9a5b24015 · outbound

This paper cites Autonomous precision pouring from unknown contain- ers,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Autonomous precision pouring from unknown contain- ers,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.219088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.085181Z digest=sha256:cce2dcd6490b134c9e06ce3a522997ac2878c282c22842821d59e6731c2fb1d3

Observation b995e291-1c3d-4724-9270-b843993df2e6 · outbound

This paper cites High-accuracy injection using a mobile manipulation robot for chem- istry lab automation,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation High-accuracy injection using a mobile manipulation robot for chem- istry lab automation,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.210029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.087524Z digest=sha256:00b1869bcb0a3eb7bf64799a5517378b97820ef78f070485e2fb278e5f6f5c14

Observation 787547ec-e2a9-44f9-ab3b-26194524d269 · outbound

This paper cites Learning and executing re-usable behaviour trees from natural language instruction,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Learning and executing re-usable behaviour trees from natural language instruction,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.200123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.089838Z digest=sha256:983d8de6b1c15947384d108ffa840b932471b7809ba7cb9d17643fe717dc2b67

Observation cc22de25-6129-4808-a85f-44a96fdff0f0 · outbound

This paper cites Task switching model for acceleration control of multi-dof manipulator using behavior trees,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Task switching model for acceleration control of multi-dof manipulator using behavior trees,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.190923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.092519Z digest=sha256:a1fd24943eb0267096b4cd829b94d61d3991533d298d79095b77ebf8c5531498

Observation d7019cf7-3408-4ef3-a540-3d29dd80c53f · outbound

This paper cites Deep residual learning for image recognition,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Deep residual learning for image recognition,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T22:52:34.095356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:52:34.095356Z digest=sha256:763123470657490c1e070416b44daa1f1bea7d647356300bef7301bda5825d44

Observation fb70a707-3d96-4807-92ad-9d19631c4e87 · outbound

This paper cites Very deep convolutional networks for large-scale image recognition,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Very deep convolutional networks for large-scale image recognition,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.172704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.098115Z digest=sha256:d6fba9e7d614f6c80cf73f61972222c2da4500251117129e86576f5d3aeb5668

Observation 6259ea00-9f88-4514-98fd-cb703b239da7 · outbound

This paper cites Long short-term memory,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Long short-term memory,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T22:52:34.100622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:52:34.100622Z digest=sha256:8d4622f085a2f31d1e707aad418303437658f176b2a728f1d1c66f2866be1ac5

Observation a6289813-990c-4a36-b7f0-166c2e26e288 · outbound

This paper cites Lucas-kanade 20 years on: A unifying framework,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Lucas-kanade 20 years on: A unifying framework,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.154192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.103789Z digest=sha256:eb1b56cdc483d0dac2a39c2be7454aa6e2854ba6addb5d1b01e091e18ba38193

Observation fb12c7ae-2382-4293-b6b6-21839b693ab3 · outbound

This paper cites Random decision forests,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Random decision forests,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:52:34.143774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:52:34.106660Z digest=sha256:7aae88adb7230aafec7df1aedf285f677b90a2d6c418b51053959b5450e71668

Observation e2cb4095-5703-4875-9a25-ddbc30ab4108 · outbound

This paper cites Digit: A novel design for a low-cost compact high- resolution tactile sensor with application to in-hand manipulation,.

Multimodal Behaviour Trees for Robotic Laboratory Task Automation Digit: A novel design for a low-cost compact high- resolution tactile sensor with application to in-hand manipulation,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T22:52:34.109287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:52:34.109287Z digest=sha256:f04c37776eeee5cc369cc4d0f9b672d0f3b97471733f6b1ecbf336b9a34db519

Pith citing papers

No inbound Pith citation observations are available.