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Paper Citation Record · LEDGER

PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2406.01587.

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

pith.paper-citation-record.v1
2406.01587 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:50:21.303628Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:30:07.183064Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation db21fe87-4a12-46a0-a97c-815f108a836c · inbound

CALMM-Drive: Confidence-Aware Autonomous Driving with Large Multimodal Model cites this paper.

CALMM-Drive: Confidence-Aware Autonomous Driving with Large Multimodal Model PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 42

Resolution
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no resolver link, observed 2026-08-11T21:43:21.332173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:43:21.332173Z digest=sha256:f1f914b41a51f2d508e6214c400783c9eb7289ebfd69163c243cd9301818bc2b

Observation 65f905a0-eae3-4137-bc9c-784b91190a2e · inbound

CLIP-RLDrive: Human-Aligned Autonomous Driving via CLIP-Based Reward Shaping in Reinforcement Learning cites this paper.

CLIP-RLDrive: Human-Aligned Autonomous Driving via CLIP-Based Reward Shaping in Reinforcement Learning PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 11

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no resolver link, observed 2026-08-11T14:10:08.581746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:10:08.581746Z digest=sha256:0ccd911289053a0a6e6327d89e243fe61be75b54461ffaf4b5c7d67820698711

Observation 2d7d4f79-680f-46dc-8f65-125da226a35c · inbound

Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model cites this paper.

Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 44

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no resolver link, observed 2026-08-11T06:05:40.359834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:05:40.359834Z digest=sha256:d7a064187db72ff67d71ed3fa6471de7149789a12adde644a36145d930bbaaec

Observation d5c46718-d6bb-4617-b838-5b48017d0990 · inbound

From Screens to Scenes: A Survey of Embodied AI in Healthcare cites this paper.

From Screens to Scenes: A Survey of Embodied AI in Healthcare PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 282

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no resolver link, observed 2026-08-10T20:43:11.030507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:43:11.030507Z digest=sha256:68b61d9ec41ff73934889bcce82f0cb108ad3863bc27c314813f9ed2c293e78e

Observation d9c70daf-eb7c-4f5b-9d7c-ffa56cec6fff · inbound

SD++: Enhancing Standard Definition Maps by Incorporating Road Knowledge using LLMs cites this paper.

SD++: Enhancing Standard Definition Maps by Incorporating Road Knowledge using LLMs PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 19

Resolution
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no resolver link, observed 2026-08-09T11:14:08.548427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:14:08.548427Z digest=sha256:f202e5830ec813e9ed8a2eccbec6c42956b1b0bd858bbe85231958efd74bf659

Observation 4057bfdd-edbb-4e6a-99c4-b8edee50e31d · inbound

LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios cites this paper.

LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:21:35.760419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T13:18:30.486507Z digest=sha256:18404713cf876db2fe52c14931035ea2a990c12f6cb50f511d3a1bf54fb5baae

Observation 97f4bea5-471d-4334-bae1-6cf345fe321c · inbound

Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling cites this paper.

Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 17

Resolution
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no resolver link, observed 2026-08-07T14:46:34.783589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:46:34.783589Z digest=sha256:9d1f808a90c5eccb72351a11236d5d6990badf8fd60f80c3cd8f81ed0b13e19a

Observation b0bbb771-66a6-4a8a-907a-eee50c28535e · inbound

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects cites this paper.

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 80

Resolution
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no resolver link, observed 2026-08-07T14:02:58.045250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:02:58.045250Z digest=sha256:251e1755a95a68d7f6955cc180a6f65bf3d058afc71d2290755f680928a4af55

Observation 3e02edc8-a686-422a-a18b-052a5e6fb3ff · inbound

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities cites this paper.

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 67

Resolution
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no resolver link, observed 2026-08-06T23:26:47.820308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:26:47.820308Z digest=sha256:26f3fec770363ac316261efcf3e860c799f939b9d8519873269f1973bd39a9b5

Observation b21d395f-ff62-4b8d-b909-4fab940b5121 · inbound

VLMPlanner: Integrating Visual Language Models with Motion Planning cites this paper.

VLMPlanner: Integrating Visual Language Models with Motion Planning PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 68

Resolution
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no resolver link, observed 2026-08-15T17:50:21.303628Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:21.303628Z digest=sha256:b9902c8bf9589780cccb77dfcf7ad8ef6ab308994891c786c44883688083753e

Observation 975800ec-3d12-4cd3-a3fc-08dd0f00dea1 · inbound

A Review of Learning-Based Motion Planning: Toward a Data-Driven Optimal Control Approach cites this paper.

A Review of Learning-Based Motion Planning: Toward a Data-Driven Optimal Control Approach PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 4113

Resolution
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no resolver link, observed 2026-08-03T16:52:58.469255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:52:58.469255Z digest=sha256:d1f3419ad3f0ded0f4cfbee49fb75cce4a357726bb52af2843ead98bcd3c9b7a

Observation 5568efbb-d52b-44af-92f3-46e55081f489 · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 150

Resolution
verified exact
arxiv_id, observed 2026-05-17T15:14:26.149710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-17T15:14:25.558878Z digest=sha256:e1774a945e906162d9f847b0dac30dfe7ce789d96a4a290a074e5c03cd0ff5ea

Observation 955ff39f-e850-4156-82e2-8cf825375248 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-15T20:16:34.692333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 32269c9a-c6d7-43ef-ad7c-b91bca78a17e · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:31:25.230112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T10:30:06.829915Z digest=sha256:27bbbdb56f3ed4bac1e7919f87f39c9927b85ecbea78575d7303058d17d7f8dc

Observation 0610fb10-db7e-4e6a-9a59-d67fb2a89ad2 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 102

Resolution
unresolved
no resolver link, observed 2026-08-02T22:00:14.027088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:00:14.027088Z digest=sha256:9d837ffe7d7f64dcfa8e4959b1939a7fad24f775dd785d9a0027a20ff5665424

Observation 9e03900b-69c4-433f-ac30-16b0752e6524 · inbound

Decision-Making with Lightweight Confidence-Aware Language Model for Autonomous Driving cites this paper.

Decision-Making with Lightweight Confidence-Aware Language Model for Autonomous Driving PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-29T22:04:00.177472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-29T22:00:40.403204Z digest=sha256:608787805b863547f083e6dd8eace14eb3cb2f9839424f2346a8c6569a641ee8

Observation aa04ef5c-3fc7-49f2-b78f-923c0437b0f7 · inbound

SARAD: LLM-Based Safety-Aware Hybrid Reinforcement Learning with Collision Prediction for Autonomous Driving cites this paper.

SARAD: LLM-Based Safety-Aware Hybrid Reinforcement Learning with Collision Prediction for Autonomous Driving PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 17

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verified exact
arxiv_id, observed 2026-06-29T11:53:23.774123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-29T11:49:24.977603Z digest=sha256:01008943b37d4de5c9bfe8814069368eeba9c13819d052d78cfd1618fd817f38

Observation 117191e7-591d-4fbe-be3d-53875777d8f1 · inbound

LUNA-AD: Lightweight Uncertainty-Aware Language Model with Lifelong Learning for Autonomous Driving cites this paper.

LUNA-AD: Lightweight Uncertainty-Aware Language Model with Lifelong Learning for Autonomous Driving PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-02T22:47:25.604448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-27T18:40:24.800080Z digest=sha256:98c0c831d8f4cc6fbbcf38043ee9714d48d519aabd082eab0b67a1f88aef219b

Observation b67578d1-7712-497e-8b07-63a2453ebb22 · inbound

ConsistencyPlanner: Real-time Planning with Fast-Sampling Consistency Models cites this paper.

ConsistencyPlanner: Real-time Planning with Fast-Sampling Consistency Models PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:27:55.988101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-27T10:04:48.622730Z digest=sha256:2aafcd0f5ab2703f482a9a4264c4ac22ecca1a02a4d23d3c5fa104cd161f3a0c

Observation b18af71e-0a03-4fc2-b537-e108b2e7af70 · inbound

ASSCG: Just-Right Gating over Chattering for Fast-Slow LLM Planning in Autonomous Driving cites this paper.

ASSCG: Just-Right Gating over Chattering for Fast-Slow LLM Planning in Autonomous Driving PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 42

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arxiv_id, observed 2026-07-04T19:30:07.184439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-25T21:20:14.654132Z digest=sha256:b3a8a50eb50a907a113eb33f54477a9fa99eaf115cba98290007b7ba90e119f7

Observation d1bbda4a-9d88-469c-90ca-870b17aa6c94 · inbound

Agent-driven Long-tail Simulation for Autonomous Driving cites this paper.

Agent-driven Long-tail Simulation for Autonomous Driving PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Reference 47

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no resolver link, observed 2026-07-11T20:01:39.628512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:01:39.628512Z digest=sha256:ba808279075b325a933c10b96f60bbf0112ac1bf01624cfae4739528ede6d217