Pith. sign in

Paper Citation Record · LEDGER

Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.18511.

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

pith.paper-citation-record.v1
2412.18511 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:13:09.760652Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T11:53:23.777954Z

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 fe3061d9-16db-4d5d-adc8-304af7608275 · inbound

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading cites this paper.

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-19T04:12:59.599753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T04:12:42.574595Z digest=sha256:28cd68a6dc4797de1763a3b9769a733e00247e317d52c7bc26fe7750c3046b39

Observation 8b3412fe-f4a1-42fb-9d24-51b01d95eaf3 · inbound

SanDRA: Safe Large-Language-Model-Based Decision Making for Automated Vehicles Using Reachability Analysis cites this paper.

SanDRA: Safe Large-Language-Model-Based Decision Making for Automated Vehicles Using Reachability Analysis Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T11:13:09.760652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:13:09.760652Z digest=sha256:95281525014fe132cd4bead23f5abdf927ba3167820002c6be41d064aff037ad

Observation afd3673e-ef1f-4e63-aecc-3f44464f7c78 · 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 Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T11:53:23.779637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T11:49:24.977603Z digest=sha256:0d17a06e1207afd76d6748cecc40f727a893a9c520379a938daccb1be125068d