Paper Citation Record · LEDGER

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2507.10284.

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

pith.paper-citation-record.v1
2507.10284 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:39:45.188811Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T13:48:08.135538Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T14:10:29.658672Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy22
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78dc2b2f-82f8-4bc9-a140-a4b44429debb · outbound

This paper cites Tabnet: Attentive interpretable tabular learning.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Tabnet: Attentive interpretable tabular learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.773242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bdf9d285-6ba9-4354-8379-11f6658c3ad2 · outbound

This paper cites Uav-based delivery systems: A systematic review, current trends, and research challenges.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Uav-based delivery systems: A systematic review, current trends, and research challenges

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.755714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cdfc8ab7-bcea-4fce-a866-d20bcea555a5 · outbound

This paper cites OpenAI Gym.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning OpenAI Gym

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.031769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 791a8dd6-7442-416e-b54b-f1026c10bb45 · outbound

This paper cites Hierarchical model-based imitation learning for planning in autonomous driving.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Hierarchical model-based imitation learning for planning in autonomous driving

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.740618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c2a7607-5800-4f00-a38a-761c83f7623b · outbound

This paper cites Deep reinforcement learning for zero-shot coverage path planning with mobile robots.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Deep reinforcement learning for zero-shot coverage path planning with mobile robots

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.724384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 013fd93a-a7c2-499a-a633-0bdcea390549 · outbound

This paper cites Transformer-based imitative reinforcement learning for multirobot path planning.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Transformer-based imitative reinforcement learning for multirobot path planning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.707311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d30129e-12d2-4e5c-a8f8-cc630efd44a4 · outbound

This paper cites A proximal policy optimization with curiosity algorithm for virtual drone navigation.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning A proximal policy optimization with curiosity algorithm for virtual drone navigation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.690548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 565307dc-97fb-412f-ba3b-3a6eb28b0f6b · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understanding.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning BERT: Pre- training of deep bidirectional transformers for language understanding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.673300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ecbbe25-9716-4602-a95a-dbfc44231c19 · outbound

This paper cites A Survey on In-context Learning.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning A Survey on In-context Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.065690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea19362d-14cc-430b-947b-bb065b97201b · outbound

This paper cites The role of unmanned aerial vehicles in military communications: application scenarios, current trends, and beyond.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning The role of unmanned aerial vehicles in military communications: application scenarios, current trends, and beyond

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.656556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fca1b59b-3571-4640-8c77-71557821fe5a · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.076100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d28547-bc50-49de-a449-9cbd3831e886 · outbound

This paper cites Language instructed reinforcement learning for human-ai coordination.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Language instructed reinforcement learning for human-ai coordination

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.637996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0193c0c8-b675-4f7f-8549-070949b996bc · outbound

This paper cites Language mod- els as zero-shot planners: Extracting actionable knowledge for embodied agents.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Language mod- els as zero-shot planners: Extracting actionable knowledge for embodied agents

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.620134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e1ff532-0e1c-4910-87b6-d7b9124a70b2 · outbound

This paper cites General-Purpose In-Context Learning by Meta-Learning Transformers.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning General-Purpose In-Context Learning by Meta-Learning Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.093231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7fe0c34-0394-4311-8ba5-2bed269c6625 · outbound

This paper cites Large language models are zero-shot reasoners.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Large language models are zero-shot reasoners

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.603373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation add81e89-0e28-4c1e-b6a8-8551fdc962c9 · outbound

This paper cites Reward Design with Language Models.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Reward Design with Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.103900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d4edafb-22a8-4aa2-8309-8aca91dbded1 · outbound

This paper cites Self-imitation learning by plan- ning.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Self-imitation learning by plan- ning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.586968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e89b62f9-839b-4c75-8828-909d8b9a89bd · outbound

This paper cites Inform: Mitigating reward hacking in rlhf via information-theoretic reward modeling.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Inform: Mitigating reward hacking in rlhf via information-theoretic reward modeling

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.570084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79747db4-6ef6-4d1a-82bc-c9cec252b20f · outbound

This paper cites an unresolved cited work.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.121744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f7156e-26eb-4fb4-92da-1cad11314c4c · outbound

This paper cites A vision based deep reinforcement learning algorithm for uav obstacle avoidance.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning A vision based deep reinforcement learning algorithm for uav obstacle avoidance

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.540428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea8855ac-5d6b-4bc6-8a23-5fa247ce93fa · outbound

This paper cites Vpp: visibility-based path planning heuristic for monitoring large regions of complex terrain using a uav onboard camera.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Vpp: visibility-based path planning heuristic for monitoring large regions of complex terrain using a uav onboard camera

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.522329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1917188e-0853-43e6-a06c-46010c0e23a9 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Proximal Policy Optimization Algorithms

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.137253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aac886e-69e3-4a99-afb0-f43765b500ca · outbound

This paper cites Enhancing conversational ai with llms for customer support automa- tion.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Enhancing conversational ai with llms for customer support automa- tion

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.502159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb3e8572-f35b-4534-966d-461c350fca67 · outbound

This paper cites Correcting Robot Plans with Natural Language Feedback.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Correcting Robot Plans with Natural Language Feedback

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.146879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e5556a-35ef-4651-bcca-c4c35d941274 · outbound

This paper cites Hierarchical interpretable imitation learning for end-to-end autonomous driving.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Hierarchical interpretable imitation learning for end-to-end autonomous driving

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.483710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4c104171-242d-40a8-a505-a3d27ebf2557 · outbound

This paper cites Unmanned aerial vehicle for precision agriculture: A review.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Unmanned aerial vehicle for precision agriculture: A review

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.465249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb593fa5-730b-4bef-a7b8-284b247d3845 · outbound

This paper cites A review on code generation with llms: Application and evaluation.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning A review on code generation with llms: Application and evaluation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.446605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8454d102-a1f9-4778-ac7f-ca29f592db15 · outbound

This paper cites Reinforcement Learning Enhanced LLMs: A Survey.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Reinforcement Learning Enhanced LLMs: A Survey

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.167344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9ca411-ff20-4c18-9488-ada8aed61826 · outbound

This paper cites Coverage path planning for kiwifruit picking robots based on deep reinforcement learn- ing.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Coverage path planning for kiwifruit picking robots based on deep reinforcement learn- ing

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.420459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5cbad550-3f8d-4571-b9c1-cb9b0d28ffe0 · outbound

This paper cites Agv path planning using curiosity-driven deep reinforcement learning.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Agv path planning using curiosity-driven deep reinforcement learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.400760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f5278c0b-30a0-4f7e-a5ad-23a2f833e66a · outbound

This paper cites Language to Rewards for Robotic Skill Synthesis.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Language to Rewards for Robotic Skill Synthesis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:45.182765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58d4386d-e60a-404f-9d96-755a7fdbf76d · outbound

This paper cites Deep reinforcement learning for next-best-view planning in agricultural applications.

Prompt Informed Reinforcement Learning for Visual Coverage Path Planning Deep reinforcement learning for next-best-view planning in agricultural applications

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:39:45.382844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation ac4f6c0e-02ba-45df-a33b-74378ec6a183 · inbound

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap cites this paper.

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap Prompt Informed Reinforcement Learning for Visual Coverage Path Planning

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:10:29.660301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.