Paper Citation Record · LEDGER

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2502.07772.

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

pith.paper-citation-record.v1
2502.07772 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:40:22.638935Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy11
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f651c316-6166-4792-ab4c-87a37ee53211 · outbound

This paper cites Colledanchise and P.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Colledanchise and P

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.264296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 34399573-3771-4c2e-98f1-259185161c9a · outbound

This paper cites A survey of Behavior Trees in robotics and AI,.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming A survey of Behavior Trees in robotics and AI,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.250124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f72e7999-531f-43b5-8562-e04a522b7105 · outbound

This paper cites Autonomous Acquisition of Behavior trees for robot control,.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Autonomous Acquisition of Behavior trees for robot control,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.235480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2078ad83-8d48-455c-abae-4ef0829b9363 · outbound

This paper cites Learning behavior trees from demonstration,.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Learning behavior trees from demonstration,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.221459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0ee64410-449e-4d3e-b3ca-43bed21d78f4 · outbound

This paper cites Learning Action Conditions for Automatic Behavior Tree Generation from Human Demonstrations,.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Learning Action Conditions for Automatic Behavior Tree Generation from Human Demonstrations,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.206724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3811c3f-1f78-4203-b577-22a9e7460233 · outbound

This paper cites Learning Behavior Trees with Genetic Programming in Unpredictable Environments,.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Learning Behavior Trees with Genetic Programming in Unpredictable Environments,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.192358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d4c3ee62-d69f-47a6-91b5-da26ab924239 · outbound

This paper cites A Study on Training and Developing Large Language Models for Behavior Tree Generation.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming A Study on Training and Developing Large Language Models for Behavior Tree Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.514455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b593aea-36bb-4ca1-bae3-d69eaf4b483f · outbound

This paper cites an unresolved cited work.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:40:23.177613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 895be342-e1de-4674-8574-7b1bbb1f3f27 · outbound

This paper cites Robot Behavior-Tree-Based Task Generation with Large Language Models.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Robot Behavior-Tree-Based Task Generation with Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.524262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e138003c-cc0b-4b68-9729-1d5de5a2eacc · outbound

This paper cites LLM-MARS: Large Language Model for Behavior Tree Generation and NLP-enhanced Dialogue in Multi-Agent Robot Systems.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming LLM-MARS: Large Language Model for Behavior Tree Generation and NLP-enhanced Dialogue in Multi-Agent Robot Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.529560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afab5a9a-8328-4687-a9d2-f0224e566ca9 · outbound

This paper cites an unresolved cited work.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:40:23.162718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation daa05843-5ea5-41e9-9d72-36afb8c124dd · outbound

This paper cites Tagliamonte, D.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Tagliamonte, D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.148099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7bc777a3-49ac-4f8d-8765-d710f1cd3255 · outbound

This paper cites an unresolved cited work.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:40:23.134178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b620e5cd-3b19-4400-8dc2-932a0888464a · outbound

This paper cites Automatic Behavior Tree Expansion with LLMs for Robotic Manipulation.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Automatic Behavior Tree Expansion with LLMs for Robotic Manipulation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.548770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5707734c-9a6b-4470-9f48-612f1f59969e · outbound

This paper cites HBTP: Heuristic Behavior Tree Planning with Large Language Model Reasoning.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming HBTP: Heuristic Behavior Tree Planning with Large Language Model Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.558420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c95cfc3c-4df6-4423-ac6f-42f7ddcc890a · outbound

This paper cites Chen, et al., ”Integrating intent understanding and optimal behavior planning for behavior tree generation from human instructions,” in Proc.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Chen, et al., ”Integrating intent understanding and optimal behavior planning for behavior tree generation from human instructions,” in Proc

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.118639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4d1b6ec-aeba-4950-b930-a80b771f675d · outbound

This paper cites Addressing Failures in Robotics using Vision-Based Language Models (VLMs) and Behavior Trees (BT).

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Addressing Failures in Robotics using Vision-Based Language Models (VLMs) and Behavior Trees (BT)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.567857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2695a440-c7cd-4b10-bc30-11f6630d9b8b · outbound

This paper cites VLM-driven Behavior Tree for Context-aware Task Planning.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming VLM-driven Behavior Tree for Context-aware Task Planning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.572810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d117dcb-7bb0-4985-8ba0-0f052e02d09a · outbound

This paper cites Foundations of Genetic Programming,.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Foundations of Genetic Programming,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.102258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d8dab79-df2f-4de7-8d07-69ebbb186120 · outbound

This paper cites an unresolved cited work.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:40:23.087003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5338ee09-293a-4e70-b8c7-b955056a9b7a · outbound

This paper cites an unresolved cited work.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:40:23.071905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6fdfa53c-5a13-4652-8730-d3750918eb20 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming A Comprehensive Overview of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.591399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 568225a5-6c74-42a3-9b80-a3f2570b1bf3 · outbound

This paper cites A Survey of Large Language Models.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming A Survey of Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.596312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321637e8-7b31-4b0a-9945-7818bd43153c · outbound

This paper cites Chang, X.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Chang, X

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.056614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c001387-456a-4ce0-b378-f01b01427b84 · outbound

This paper cites Emergent Abilities of Large Language Models.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Emergent Abilities of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.605369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44832754-104c-4c6f-99d3-a2aa2cc71eb6 · outbound

This paper cites Large Language Models: A Survey.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Large Language Models: A Survey

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.609986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ceaa4f1-cbc0-4a09-baff-41ad8d0c7016 · outbound

This paper cites GPT-4 Technical Report.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.614657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e39cb6b6-4580-4b15-a715-f4ee82183468 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.619564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eebd4bf1-26e7-40c3-9006-2c84bac6eb5c · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.624117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6790b94a-e77b-4cc6-8242-1cb83a8ab86e · outbound

This paper cites DeepSeek-V3 Technical Report.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming DeepSeek-V3 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.629463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a73006-46a4-4457-81e1-434eb591ab69 · outbound

This paper cites an unresolved cited work.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T11:40:22.634292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5f8362-db7f-4cf1-a979-6b804211fa8e · outbound

This paper cites [Online].

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming [Online]

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:40:23.040565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.