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Paper Citation Record · LEDGER

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform

As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2506.15899.

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

pith.paper-citation-record.v1
2506.15899 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:47:26.712398Z

measured 65 of 65 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 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

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy61
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee72d2e6-a9c7-4e2f-a45d-55e1e9353e20 · outbound

This paper cites Roadsave: A robust lane detection method based on validity borrowing from reliable lines,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Roadsave: A robust lane detection method based on validity borrowing from reliable lines,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:39.296120Z

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=2026-08-06T23:47:21.621838Z digest=sha256:9f304356692e8f2143ae2bce9e28f65e6504e98cb8d0e6fa6444f2e80fa92972

Observation 66e7a83a-9ec7-4077-a64c-3b65c29add09 · outbound

This paper cites The roborace contest,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform The roborace contest,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:39.054960Z

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=2026-08-06T23:47:21.723522Z digest=sha256:8cca08f78c976ea78bd32a4e24c83651cb7b5ce4067b19ced42fac168d710ed3

Observation 64276fd0-bdfd-4084-a1e5-e3c76219673d · outbound

This paper cites Au- tonomous vehicles on the edge: A survey on autonomous vehicle racing,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Au- tonomous vehicles on the edge: A survey on autonomous vehicle racing,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:38.889811Z

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=2026-08-06T23:47:21.799075Z digest=sha256:2f7fe30c5d06498087a868d9d2ed1410e9631ca51d048015b0c5a03db17c489e

Observation c6a13370-7342-4cc9-97f3-f8e892491bc8 · outbound

This paper cites Indy autonomous challenge - autonomous race cars at the handling limits,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Indy autonomous challenge - autonomous race cars at the handling limits,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:38.704403Z

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=2026-08-06T23:47:21.900153Z digest=sha256:48d4c6168b8a94e413ccacf43bbe5f3a3d838b5c2b5cc6fb1be4f7b5757057eb

Observation 738a965f-7cb4-4786-b8e7-3b00ea63ad63 · outbound

This paper cites Robust environment perception for the audi autonomous driving cup,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Robust environment perception for the audi autonomous driving cup,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:38.469869Z

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=2026-08-06T23:47:21.979379Z digest=sha256:c62ef123ced1f7bc08291d087550893237688b92a55aba9a31fb7b16839310c4

Observation a9fadb20-40e2-4d3b-953f-0f9e3d5a346f · outbound

This paper cites Duckietown: An open, inexpensive and flexible platform for autonomy education and research,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Duckietown: An open, inexpensive and flexible platform for autonomy education and research,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:38.342362Z

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=2026-08-06T23:47:22.087735Z digest=sha256:ae6428a6b728eea0db171545dc254e637bee9b4ef4762248bdf4ac8d1d67bf9f

Observation d0cd788c-c45f-4166-b874-58019a719baa · outbound

This paper cites Jetracer,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Jetracer,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:38.194791Z

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=2026-08-06T23:47:22.193948Z digest=sha256:f0aa9441fed849aba16be87686fc0ef4fe05cae7fb5b1008ff498c5a7eff322e

Observation 18175a12-a3e3-4651-bee6-74310cecc1d0 · outbound

This paper cites Self-driving scale car trained by deep reinforcement learning,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Self-driving scale car trained by deep reinforcement learning,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:38.066917Z

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=2026-08-06T23:47:22.300375Z digest=sha256:df63fb37bcb880730c5424990be2245474c549768f02fa61dc2d70e821254258

Observation 1d4a0548-fa36-481c-8b27-1e40a313c0fc · outbound

This paper cites Roboracer (f1tenth),.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Roboracer (f1tenth),

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:37.918467Z

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=2026-08-06T23:47:22.408136Z digest=sha256:4c8f01fff0e94fbdebfc8c0a96c1f1dda13ffab9ec603b13ad54d8807360b8ec

Observation b30cad1f-b064-40a8-a5ec-eda4c642eea0 · outbound

This paper cites Abu dhabi autonomous racing league (a2rl),.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Abu dhabi autonomous racing league (a2rl),

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:37.740301Z

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=2026-08-06T23:47:22.516015Z digest=sha256:d4d2d0f343f4ae69ea422230c48f2444bade8c52474b0574f436e27e349ca735

Observation 9c2f91b5-8bb8-4429-a116-9994957749d8 · outbound

This paper cites Formula driverless,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Formula driverless,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:37.457992Z

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=2026-08-06T23:47:22.623408Z digest=sha256:0bb29be8554066d3ccf43c601c18f4a51066948131c1000ad812d1cda89d5634

Observation 26679580-5bd2-473e-899c-c72c2a383865 · outbound

This paper cites Openconvoy: Universal platform for real-world testing of cooperative driving systems,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Openconvoy: Universal platform for real-world testing of cooperative driving systems,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:37.249854Z

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=2026-08-06T23:47:22.731076Z digest=sha256:cab74944ba1c3f54860f261bec4b8d5d700fe7ead570101f0deb2fb06e012404

Observation 9f92164b-054f-4aca-95e4-8954d9d1d615 · outbound

This paper cites On recurrent neural networks for learning-based control: recent results and ideas for future developments,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform On recurrent neural networks for learning-based control: recent results and ideas for future developments,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:37.031238Z

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=2026-08-06T23:47:22.841412Z digest=sha256:2ca60b93aaf88721b8ebc7ea5d0ec657f9e6066ec7670f7e60bf1e0a1f1214d6

Observation 6b032b35-98f7-4d1c-ab41-9c4a59c02660 · outbound

This paper cites Building the f1tenth car,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Building the f1tenth car,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:36.658235Z

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=2026-08-06T23:47:22.893990Z digest=sha256:0865648d43725871852b2eb9f022a5c4caff0dab839352df7066246fc4dc9b35

Observation 05868a1f-738b-4a4b-95c4-89d3f59b7399 · outbound

This paper cites Introduction to ros, f110 & the simulator,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Introduction to ros, f110 & the simulator,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:36.379152Z

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=2026-08-06T23:47:22.971095Z digest=sha256:0ee6e4349bc576a768f7a3b173904623606219728d350a911e4a9970f4cea4a3

Observation 870eaa69-b531-492b-b971-be59c746120b · outbound

This paper cites F1tenth: Enhancing autonomous systems education through hands-on learning and competition,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth: Enhancing autonomous systems education through hands-on learning and competition,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:36.154137Z

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=2026-08-06T23:47:23.078361Z digest=sha256:6ad11a854936d3a2063bd17f833e52d424929c1ce4363642a99e226e918c9952

Observation ff67b62c-d972-4107-8aa2-009b762ad423 · outbound

This paper cites Unifying f1tenth autonomous racing: Survey, methods and benchmarks,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Unifying f1tenth autonomous racing: Survey, methods and benchmarks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:36.010074Z

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=2026-08-06T23:47:23.185215Z digest=sha256:ce98f30924bf8eb896482f91da6643eeafcbf9bd0846e13ec400b3a1fb47f038

Observation cb4c062f-fc72-4f13-bf40-42cec7a084b8 · outbound

This paper cites F1tenth resources,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth resources,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:35.801328Z

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=2026-08-06T23:47:23.288708Z digest=sha256:1dbb98f23297f117f7fde648485cc721afa3fff7a5481518451c9fdac48ec588

Observation 7677cc25-dfd8-4e8d-8040-a410e66545d5 · outbound

This paper cites F1tenth@ucf,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth@ucf,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:35.651040Z

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=2026-08-06T23:47:23.364341Z digest=sha256:7c89d3c756ccafdde4f6fc89ff3a2b5cb3edfa869b2d0d2f86d9e881bc3a18c6

Observation dd2d7574-8eb9-4f42-bab3-ac22c2693321 · outbound

This paper cites F1tenth: An open-source evaluation environment for continuous control and reinforcement learning,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth: An open-source evaluation environment for continuous control and reinforcement learning,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:35.505674Z

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=2026-08-06T23:47:23.438463Z digest=sha256:474aaeedb6aec81afc78b838571fc4a6534a89b65a94db2804a0c43076d6a9d4

Observation db9422c6-afea-4684-b1b4-0abfb08b4fa6 · outbound

This paper cites F1tenth gym documentation,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth gym documentation,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:35.350583Z

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=2026-08-06T23:47:23.547361Z digest=sha256:86b60810ed703bf50500339549566630b681308f36a567d899f49222988268e1

Observation 89cc8207-575e-4abd-9dea-407ba5c4e711 · outbound

This paper cites F1tenth gym ros,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth gym ros,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:35.237733Z

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=2026-08-06T23:47:23.651329Z digest=sha256:60596248b75fb9804a1e3193f5ed410d844985f1b23a5ee3a63d9d42525693a1

Observation a677d675-c2c5-4167-897e-b199c7d3474a · outbound

This paper cites Autodrive simulator: A simulator for scaled autonomous vehicle research and education,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Autodrive simulator: A simulator for scaled autonomous vehicle research and education,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:35.084790Z

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=2026-08-06T23:47:23.749668Z digest=sha256:7d846d0c6a783bf49f6e9dadf94acbc8779870bbf3771e3dfcf2fe0fabcdddc5

Observation 423b770f-57f3-4541-b268-1639950c3f11 · outbound

This paper cites Autodrive ecosystem,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Autodrive ecosystem,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:34.975469Z

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=2026-08-06T23:47:23.801236Z digest=sha256:08ae1607cad4bb706d7f5f845a073faa52d1501dfabe8cbf3cb6732dab1a2dba

Observation ce1add45-3ae0-475c-bb91-fd075737105e · outbound

This paper cites CARLA: An open urban driving simulator,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform CARLA: An open urban driving simulator,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:34.745600Z

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=2026-08-06T23:47:23.854064Z digest=sha256:d2ca94232eb9aa75b18259a4b3db64c104222c195701746ae3c963954dff1562

Observation 19ac4197-6646-49a5-afb1-cbb2e1639ce7 · outbound

This paper cites an unresolved cited work.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:47:34.528662Z

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=2026-08-06T23:47:23.940624Z digest=sha256:5377af381072ff11a7aa93a83c4ab444a64df9654f0a1c0f7ed37cf569724fa0

Observation 0411ae82-e4d1-41af-a8e5-f41a45255216 · outbound

This paper cites Awsim document,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Awsim document,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:34.289662Z

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=2026-08-06T23:47:24.001286Z digest=sha256:4e60a514fbe4870baddfd8747e189f17fe0de3260eaa4703f36132eb8f527f38

Observation ff147d1e-add5-4e0d-b1bf-f6a306501b67 · outbound

This paper cites Awsim: End-to-end digital twin simulation platform,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Awsim: End-to-end digital twin simulation platform,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:34.017984Z

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=2026-08-06T23:47:24.096429Z digest=sha256:b64c537ea9e9fdebd1da6ee0dfaa494359b9e08b8d92d9c8ee5162825567bdec

Observation b0846d2d-20e4-49c2-8e6d-288193eacbcb · outbound

This paper cites an unresolved cited work.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:47:33.834615Z

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=2026-08-06T23:47:24.179930Z digest=sha256:612f8dd15e9659582fdf4df68ae3fab30a042ae1b1a5b9a1de4dbc247e13ec42

Observation e23656b7-372f-4e06-828e-2ab4a877ec87 · outbound

This paper cites Lgsvl simulator: A high fidelity simulator for autonomous driving,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Lgsvl simulator: A high fidelity simulator for autonomous driving,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:33.599189Z

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=2026-08-06T23:47:24.268970Z digest=sha256:2c322272ba9ea525d4a725409b2ad8abfad43d9582783a55549201214b37bdcf

Observation f1336704-b58b-4240-a155-b2a1fe92523c · outbound

This paper cites Learn-to-race: A multimodal control environment for autonomous racing,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Learn-to-race: A multimodal control environment for autonomous racing,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:33.385485Z

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=2026-08-06T23:47:24.364749Z digest=sha256:1aa4bf5da0c2e3c0154f8995330dfd74cd6e70ca17ba2efdbf55b066c17a8ad7

Observation 32cede1b-f6c5-41dd-a0a6-0e7bf82f38e3 · outbound

This paper cites Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:47:27.115342Z

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=2026-08-06T23:47:24.450073Z digest=sha256:4d2510afd18c80338cccf9568e355204825c83f7c8b287c140ac96e0c4d3a9d6

Observation 1b88722d-aa05-4c46-bdb0-bd105bc1cd72 · outbound

This paper cites Scalable multipurpose smart indoor lighting system for wireless sensor networks,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Scalable multipurpose smart indoor lighting system for wireless sensor networks,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:33.175600Z

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=2026-08-06T23:47:24.515873Z digest=sha256:a859ec5c1f97b8f6dc410a8a4eefe827a987792497ca3bf92a1683a1ec444209

Observation 7356dc74-53b1-4c5d-8990-886db091a520 · outbound

This paper cites Unequal- arm adaptive rood pattern search (uarps) algorithm with accurate initial points,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Unequal- arm adaptive rood pattern search (uarps) algorithm with accurate initial points,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:33.020663Z

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=2026-08-06T23:47:24.560453Z digest=sha256:afa0b11e2102ce54a682b018adb613fc26ea8d3dfc2584682b0b2dc2cf81201f

Observation 8f09caf1-b8fd-4895-8abb-e68819b3ad6a · outbound

This paper cites Bypassing the simulation-to-reality gap: Online reinforcement learning using a su- pervisor,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Bypassing the simulation-to-reality gap: Online reinforcement learning using a su- pervisor,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:32.911702Z

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=2026-08-06T23:47:24.646366Z digest=sha256:d9c43314ea397c63397a2d3a2abe0c409c40fbc37944f5bd359c40ad98eadf1c

Observation 2cea83b2-db57-46e5-b5fe-f3f8b648908f · outbound

This paper cites Understanding domain randomization for sim-to-real transfer,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Understanding domain randomization for sim-to-real transfer,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:32.806255Z

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=2026-08-06T23:47:24.710321Z digest=sha256:7210870dca7500ec75a971d2c40508b6b33153d4774ecedcd75bc5ae88d3671c

Observation 4cc13a58-f3b3-4c20-89d7-9d3035c77901 · outbound

This paper cites Domain adaptation for semantic segmentation of autonomous driving with contrastive learning,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Domain adaptation for semantic segmentation of autonomous driving with contrastive learning,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:32.584533Z

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=2026-08-06T23:47:24.815226Z digest=sha256:8ebe99b319f55da24838c8e57c98ceab13571276d532190baf0c1cf086a520fe

Observation 9c17ea9b-cf2f-449b-8ba4-d96c413c0ed8 · outbound

This paper cites Lane detection and tracking datasets: Efficient investigation and new mea- surement by a novel “dataset scenario detector.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Lane detection and tracking datasets: Efficient investigation and new mea- surement by a novel “dataset scenario detector

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:32.306859Z

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=2026-08-06T23:47:24.881878Z digest=sha256:4b260e1b662545ddff911b71c7c94fc4c588eb7f512ed4af9fb56956d0b89706

Observation fcbbc0eb-3a53-4c10-9b38-7338fb360f9c · outbound

This paper cites F1tenth racetracks,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth racetracks,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:32.088691Z

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=2026-08-06T23:47:24.971452Z digest=sha256:57c493628f6c39c638f005a5131225bf17025f0706e1c33053fd204a317e6623

Observation c32a537f-2b14-4784-9979-fef644932087 · outbound

This paper cites F1tenth simulator - maps,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth simulator - maps,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:31.886457Z

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=2026-08-06T23:47:25.033183Z digest=sha256:db338e594529bea0d4c331e59d714426746abd5952bb5741257729f381e6eda0

Observation 1fca2e68-8f20-4e5b-9ebd-146d8a4a0543 · outbound

This paper cites Tinylidarnet,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Tinylidarnet,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:31.673402Z

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=2026-08-06T23:47:25.094339Z digest=sha256:ca514bd4aa364977294021313f3e071bee3a48aaeff4bf25fcf77b3ee2a4d96f

Observation 28aa9153-7f63-4185-bc5c-8447e7b9b3ca · outbound

This paper cites Tinylidarnet: 2d lidar-based end-to-end deep learning model for f1tenth autonomous racing,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Tinylidarnet: 2d lidar-based end-to-end deep learning model for f1tenth autonomous racing,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:31.524560Z

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=2026-08-06T23:47:25.157474Z digest=sha256:b5287c7628dbd1238f6335ae47dfc7250724f9c359d6e01c05eba76763b55d1f

Observation 315d4e15-9f37-4ece-9c1d-92947ada8dcd · outbound

This paper cites Lab 8: Vision lab,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Lab 8: Vision lab,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:31.259563Z

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=2026-08-06T23:47:25.242862Z digest=sha256:16be188d63822c700419e3f37cae6e48ff3d6a4efef5d4c49b9fb4eccdc6a2c5

Observation 2d704641-4807-4931-81c9-671384d12d2f · outbound

This paper cites Top f1tenth datasets,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Top f1tenth datasets,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:31.072493Z

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=2026-08-06T23:47:25.314219Z digest=sha256:deadd5b61249a3dde360101c705cfb403721b049c3fa817aa3688a3ecc74ef49

Observation 8b8a6aa3-749e-4883-ab8e-52c2b01e961c · outbound

This paper cites Robotics: F1tenth,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Robotics: F1tenth,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:30.919505Z

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=2026-08-06T23:47:25.407709Z digest=sha256:47e98a444a1cb6395c31e8cfda5fb046f4471ca1fb3c60de82f2cf33cd18dc72

Observation 08345bdb-d686-4328-b8d9-cc9940ecbe7f · outbound

This paper cites An im- proved motion detection algorithm using vibe,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform An im- proved motion detection algorithm using vibe,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:30.801761Z

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=2026-08-06T23:47:25.488522Z digest=sha256:846e105023f55bdfeadfef5593ae8ed8a91cbcea57f5e49757ab1bdd3ed448f8

Observation fd1bc02c-5db9-4d08-a56c-6dec47aee747 · outbound

This paper cites Preprocessing Methods of Lane Detection and Tracking for Autonomous Driving.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Preprocessing Methods of Lane Detection and Tracking for Autonomous Driving

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:47:26.947411Z

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=2026-08-06T23:47:25.551072Z digest=sha256:20ebd938b23c6369e8ea65a389239940cef8bb10da0c41887f21577817a28f70

Observation d872326c-73ed-411b-9499-3b43071ee97e · outbound

This paper cites An efficient adaptive algorithm for motion detection,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform An efficient adaptive algorithm for motion detection,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:30.638043Z

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=2026-08-06T23:47:25.622895Z digest=sha256:6efce5c8167837f1be8150d3d970f0b435fd4493e54ffd9d01a2a8194d58648e

Observation 07636dfc-ab57-4959-af6d-913f8394f69d · outbound

This paper cites F1tenth orl dataset,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth orl dataset,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:30.510761Z

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=2026-08-06T23:47:25.678321Z digest=sha256:b233d977b51de5d3ba400862cdded822abc0d294733428232098027bca7bd72d

Observation ff8c135a-c087-46b1-a2e0-fa0fb4d1717e · outbound

This paper cites F1tenth dataset,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth dataset,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:30.283243Z

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=2026-08-06T23:47:25.738399Z digest=sha256:53b69e9aa355fea097e63de665ee5a1cb8ee48854f92fe5c4f94561e5396f1cf

Observation 2a7952e1-09d3-4bef-b8b3-3448b8b368c8 · outbound

This paper cites Global racetrajectory optimization,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Global racetrajectory optimization,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:30.004022Z

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=2026-08-06T23:47:25.806753Z digest=sha256:71556cc904e725cac07c92222c42ae7d979dd38c513fd14c60a9ac7889dcd620

Observation 3c1aff26-e39b-465a-a6c6-ea13716d77a7 · outbound

This paper cites F1tenth benchmarks,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth benchmarks,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:29.727154Z

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=2026-08-06T23:47:25.878411Z digest=sha256:fc2bb0bd9f0248e2db04d76f76d2de86a77be4d0fedb23b1a7642108bf4e5f09

Observation d6d92899-3262-40b1-ac75-df40a6ebc184 · outbound

This paper cites F1tenth coursekit: Wall following lab,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth coursekit: Wall following lab,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:29.456675Z

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=2026-08-06T23:47:25.946111Z digest=sha256:5a054e33fd439efdfefc8bdb481dbdfd45d8f01fbca85ba6f6b3cab4dc9388c6

Observation 8d595215-0d0e-4ca5-9a78-4a1330cd3aff · outbound

This paper cites F1tenth coursekit: Pure pursuit lab,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth coursekit: Pure pursuit lab,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:29.195580Z

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=2026-08-06T23:47:26.031220Z digest=sha256:df6218794018d84b6dd2a942a37b33b56087b6252b03cc33b7a76837862d77b5

Observation 50c8a901-131d-4b34-803b-d6d2e4877e38 · outbound

This paper cites Autonomous automobile trajectory tracking for off- road driving: Controller design, experimental validation and racing,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Autonomous automobile trajectory tracking for off- road driving: Controller design, experimental validation and racing,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:28.997749Z

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=2026-08-06T23:47:26.090249Z digest=sha256:d9c393160c2b911aeab3cfb6f7ad29746a4b2735a387f8378047db501829a518

Observation 2ebfcedb-ee12-4ba6-8a3f-87a87e1db0eb · outbound

This paper cites Ppo rl agent for f1tenth racing github,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Ppo rl agent for f1tenth racing github,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:28.828169Z

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=2026-08-06T23:47:26.149864Z digest=sha256:ec9d9df15edba78aa5bffb04b6d2cb207e2d5a9f63cc2e8903d790f307befdf3

Observation b05273f0-c123-4c49-8cf8-be177ee1abe5 · outbound

This paper cites F1tenth coursekit: Model predic- tive control,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth coursekit: Model predic- tive control,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:28.660244Z

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=2026-08-06T23:47:26.216399Z digest=sha256:aefbdd6534c43390adca48b001be502bae046207b53da97190fc3b1f328e82ef

Observation 6ef14c60-1e99-4ee0-a45e-d7b8bad180a9 · outbound

This paper cites F1tenth coursekit: Follow-the-gap lab,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform F1tenth coursekit: Follow-the-gap lab,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:28.483229Z

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=2026-08-06T23:47:26.280976Z digest=sha256:4c33c6a18f314971accd77da865ef8f93048a72ab5389d01af94ebdbcc92b1f7

Observation 77776792-2094-40ba-a7c1-5455dbd1a76f · outbound

This paper cites 15th f1tenth autonomous grand prix,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform 15th f1tenth autonomous grand prix,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:28.264811Z

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=2026-08-06T23:47:26.363914Z digest=sha256:9944ebb53ef2f1a380f128c17837ffc347b491e39a894152650032ffe793fd99

Observation 63967cbb-bd2c-430c-956d-7c18f9c6313e · outbound

This paper cites 22nd f1tenth autonomous grand prix,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform 22nd f1tenth autonomous grand prix,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:28.052016Z

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=2026-08-06T23:47:26.410137Z digest=sha256:d40bb4faa5e83d019a1af13f610dda2b14180679e8c6be28bc112fb314bbe158

Observation f4a395eb-3c8f-46d6-9882-f01b664eb557 · outbound

This paper cites 20th f1tenth autonomous grand prix,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform 20th f1tenth autonomous grand prix,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:27.897989Z

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=2026-08-06T23:47:26.451357Z digest=sha256:befc1645910988d63359dea1e17a9a14d2fac6fc634254951120eb10d8ce05c7

Observation 439b1b97-cbf3-446e-b374-0056f28bbeb7 · outbound

This paper cites Ieee iv 2024 call for participation: F1tenth autonomous racing competition,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform Ieee iv 2024 call for participation: F1tenth autonomous racing competition,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:27.709187Z

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=2026-08-06T23:47:26.519304Z digest=sha256:50fef0fc68e82c8e8aa20d2c24e01f3dba8a6dacbfc985ad9b65041a232a332d

Observation 2f76e48b-102b-4a52-b563-3ce9bbf110ca · outbound

This paper cites 19th f1tenth autonomous grand prix,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform 19th f1tenth autonomous grand prix,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:27.569385Z

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=2026-08-06T23:47:26.582038Z digest=sha256:582d56404b725749a27623480359dd9b69cd0164e0c8e01f7a11699e79fa3c7b

Observation 7f0a74fa-0e56-4cc0-9c30-cdfc433aea36 · outbound

This paper cites 21st f1tenth autonomous grand prix,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform 21st f1tenth autonomous grand prix,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:27.432733Z

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=2026-08-06T23:47:26.647644Z digest=sha256:099da5711ea205368470a19dd52a1ef577d749467a318c83032bb1cd4f0efbfa

Observation 07e03f95-fbd4-48fa-8deb-fc5074bc1564 · outbound

This paper cites 17th f1tenth autonomous grand prix,.

Advancing Autonomous Racing: A Comprehensive Survey of the RoboRacer (F1TENTH) Platform 17th f1tenth autonomous grand prix,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:47:27.238089Z

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=2026-08-06T23:47:26.712398Z digest=sha256:3de0510026f5500710f598eb94a7bbf8b1fbc7830525ff58520db0a678dfde9d

Pith citing papers

No inbound Pith citation observations are available.