Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 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 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:14:08.548427Z

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

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

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 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
unresolved
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:e27810de753a89fe7d282cd7b7ecf15f79e58a43978dfe55430f9e1f8bb7b5f3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-22T13:18:30.486507Z digest=sha256:334d66c8fa871720667149610b65f3113373d494b8cbd1a3a758fdf31a3c8b4a

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
unresolved
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=sha256:55f3c875933d2be7005c02b96e7befe8fb993b6242ecb7c57e7c79da7abc2e13

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
unresolved
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=sha256:7e75d19031d7b62f8a4392705dd4e2e0d2b0881934abc32d37e51f4070a33129

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
unresolved
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=sha256:49a0a50129be2bfc31fe2cd6d8ccab3dee2f6016a91a6286127cd59bba658466

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
unresolved
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=sha256:35e49d35e796047c601195480784ab72b263148fcc75f5a0d615e628cdadc768

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-17T15:14:25.558878Z digest=sha256:a1cbf686d52ccf55889783c03931e3a2fab848a3d3f0bb074a12f7445535d804

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-15T20:12:46.385646Z digest=sha256:d32c9ab3efdfbaf5b344401e946d139b5114c0ede69726dded76c6509f52dbb8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-22T10:30:06.829915Z digest=sha256:027bcfab12392744dd5838700f1e156404a34f2156d6b0996350d55543f3f34c

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:cdd2ee4511ae44a4bafc851eaf0846791feaf527158949024ab1c2e1800465c7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-29T22:00:40.403204Z digest=sha256:05a489d9391fe939452518be9c200fc4fe08d186cacc58b62eab30e4a44f2e7b

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

Resolution
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-29T11:49:24.977603Z digest=sha256:92ecb4732d041f205f5d3f8a2e74c6a08fd591daa8be13251eb6121438c7f1f7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T18:40:24.800080Z digest=sha256:b1628d4d1d89bae0d5ea00b89f2afc4b189e2605225697eab4335fd4afea9c63

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T10:04:48.622730Z digest=sha256:4b4a82cce0d75a7f9e97c9df34c7aa16f0bbbed7eca8b4f028e018a406c74db4

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

Resolution
metadata mismatch
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-25T21:20:14.654132Z digest=sha256:c52593b49a9757cc1e1913b24ac6ef3716c75ec04eadd46815920f3ee9b99fd5

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

Resolution
unresolved
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:f1ad5b6ecd591255c34f999a8111d7ca983f9212fbcc381dad77065612d0d4b9