Pith. sign in

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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:21.621838Z digest=sha256:b1eabe4816c7c453a86da2edcd4cdbc7369347dc16d0e011b086e87c8b9ccc28

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:21.723522Z digest=sha256:206d910e3e6e81cf38cd80662c30cdfb9621dc19045989c488806e74d0a675ea

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:21.799075Z digest=sha256:b0e3eac62e2ade74fce876319c1f06b400e14bc6050e59d58c3fab1d2187d1fd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:21.900153Z digest=sha256:1223c93631c0b4f36f7c373d717ef0c3421fcf30dc8900333db5bc245d6f89fa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:21.979379Z digest=sha256:e79b276f0a5a80af65c62ce7ac7a20d73ed3d9eec8c617a2dd2c933616d18b4b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.087735Z digest=sha256:b9495ff1ab3e6d50ee9844f2599326fbdf62b501f226b58a65f5e9c560ad1468

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.193948Z digest=sha256:2ec8a81aee246f2c59651eec7b457b594931058b7dead8f63843dd957526d07c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.300375Z digest=sha256:fb9b1b638fed526e83a34da1793cf57ee085ed6ad8f667edb3d800d92d12043a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.408136Z digest=sha256:43161b779fae1ef70bf2b579043016854e5ef786c1ed74ff8e839e445f81bbb7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.516015Z digest=sha256:293c74108c354735798494a8bc32f3c5d9c84a41f392b34f82235b4c13201256

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.623408Z digest=sha256:e9ffdf8689a8a36176134707a27687173452ecb10e9e65f226be301cd668f978

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.731076Z digest=sha256:1ac8774852431a36f5248e5e74a1c4af332deab459198abf1a45ffa1b763d3f9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.841412Z digest=sha256:ebce2c01e323ee109674f2be9c68080dcf3e2e961ce4aae01707c7474f84e992

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.893990Z digest=sha256:b23e4b2676e5a0a6db7c0dc4d9c9a485dbdf555cbb3cee19ce0eff3f401de595

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:22.971095Z digest=sha256:f4de1c9a3af7929d00d76fbe834a636fb7c62622eebb3789086e2451c8816b56

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.078361Z digest=sha256:8246b7cb90acb370be7c34a8a82f12e20c66a86215aed567e27646c51b208228

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.185215Z digest=sha256:e05be00aac05518915b4422b5c7b9206f45a385b8995b8069ccf22f36afd05f2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.288708Z digest=sha256:d5ecd61545c6858a0309e9ab1e8cc07740e59c6bb1680888182b274883c151f9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.364341Z digest=sha256:ac232111df47f5cf38d87617428c8c94c831742e25021e3af2dcfc5e753b236a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.438463Z digest=sha256:38c2aaa46fc958eeeb9fac3720595ad8632233845030e5bcaf256d7ca179e5e9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.547361Z digest=sha256:d2516248ea41cd5e836c16ae69b234dbba0fadc8dd14f2cd907bf8914967bc24

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.651329Z digest=sha256:ff4618d4791559182491f2aa9934089aa9198f93abdefddeea16b3309dca7241

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.749668Z digest=sha256:33b87d56a98a7334a079a5729edd268212990e0b351c996576c7fd10e8040f09

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.801236Z digest=sha256:567b293af6f810f46a3aeefa73ceb832ff6bf1a0630682dbd92fd40b3e9bd2bf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.854064Z digest=sha256:4e9f9baed69ddcc704b0feeb9eeb73e69e1a9a66c2dd38af47c0aaf9ea643a30

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:23.940624Z digest=sha256:9e20e35174228c7f7dcf1d63771a3f562cadc747e75eec88aef14cd95a9c41e1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.001286Z digest=sha256:d69bab3d4787eddec11abdd16388ed391599fcb2f7a247dcfc1faaa397d4f4b0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.096429Z digest=sha256:9f98c8114d37630c498d4a6f3792d5b7c93e4ceee26ac9cf9c0571bd26ae7f51

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.179930Z digest=sha256:3a27bf6ecfc16cbea54191fca0b3194abeb571a7a5e26cb0c6ccf8c89016ecbd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.268970Z digest=sha256:f2896b6bd524f5cae5775571c12318f0c4c0aeda1db3fc645ac8375df890218f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.364749Z digest=sha256:48861a1ed80970d79f0edb09a6ef2d9717a8001c7e00865e8af4f2c476f3f1e8

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.450073Z digest=sha256:1b78096f08a4605e4a78177672adc9c8c516aaaa1e5f5fd6e28da7f7f0091f07

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.515873Z digest=sha256:4b5954d7358fe0bfe971d4705da16fb6f0f4f2c9860fe75700eecdb1a070b257

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.560453Z digest=sha256:8c63d8ca1e7cf8037dcc257acfac7c2b0bb1b4915cd07b31dbd1d17240b5dfaf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.646366Z digest=sha256:c2e4854460222bcde80f94259256e15fb3bd127449272bd28af04513336981f2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.710321Z digest=sha256:6eb3324b47631784524e0e65744df653e44d67a6893d87bb5585ab437cda8a0f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.815226Z digest=sha256:eb7dee6709dd8036c0ddf3abb623704ccbf741ef391faac48dbab14a8281c1d7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.881878Z digest=sha256:fd29286def4ad6d09403b8df72a1ca6b3778c22b5f924592632cc8513406e2dc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:24.971452Z digest=sha256:f5da64e11dc6d4095e5964a9c61903f95339c0722f36147547efeb78a7284a91

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.033183Z digest=sha256:0056d7b9a20444c452eece06a6358018a15f31f12c51a2e117b113e33520ef45

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.094339Z digest=sha256:06e56dce2f6328fa902831ab4b0a27af22bceeacfd50059350bf157ca60bc084

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.157474Z digest=sha256:1659c71a79ccb96e5b2896ba3c5bffd77b683208ba3f5c1b00fe85f832966742

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.242862Z digest=sha256:607c2b279733de4c268ad53478f0920b6675ceffaccb18178525f3774c9cdb99

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.314219Z digest=sha256:3cff212905bf3643908904e229b52df37e1c9e17085e61bd7606305208253fff

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.407709Z digest=sha256:cf91f9e52e7a9c6bff1d4c15609a64f8bae00952efe8c03d78cbd9736afa4535

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.488522Z digest=sha256:b3a66d889c383b4d4e0840ffab299d1a3022fc2fe1b261c4b045075fc05a1f62

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.551072Z digest=sha256:dfffd2a5ae692ff24fe3caf805aa4c203b38b2889555793c4d9e83bfc664cb8e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.622895Z digest=sha256:3b5e2fb6211e71804ccbc0afbb858483fda04c6a77d681b15d3900bf68056f7f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.678321Z digest=sha256:5ae199c88e1d78b8bfd47de7b686d76bcb2622528392c79fe7ce1d6cbd21b97e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.738399Z digest=sha256:a044133358a106757eec0b1e459779fd4844b1bb7e5869f09c1ad27cf9879d92

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.806753Z digest=sha256:86cb23219b4f53f7038343d23c6d0f396245fa140f135d88293ab0b42a8b33fa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.878411Z digest=sha256:899a9d0050e0e361b1da5f5a1502365dcef6f6380ab55d8d8de429807dede0cf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:25.946111Z digest=sha256:3d22ddd3f506b08d2012f7ae9e252787c219e2c3dd0b00db750dec8ac1b3c069

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.031220Z digest=sha256:770bf28f7577567e55c5f95a58bf698f338ad52208851fe9c50922733cd120bd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.090249Z digest=sha256:af44ed70a713f0e1acbb626c459c1df5429ae205973f190ae4f496dab5d43b3e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.149864Z digest=sha256:72ba4b774bddd6b20dafd05d27b44e6a3b017f926c21af765e25b765fffc4008

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.216399Z digest=sha256:ed18544036c4b907d369480ce486d9edcf151110fbe5f52c9cd0dd20641604a6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.280976Z digest=sha256:ece0427a25ccac7c73e0234d4375fb8fb15208ce27b71d89004da07f2a5c141f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.363914Z digest=sha256:f2cdaf8b3c4350672fc4b8493e9c1d29036433df52347ec1c90759a4fa30e136

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.410137Z digest=sha256:9fd2d077181824c52e95c52a7a6744773d482d902e2cd9dfb6e1a9b2e0e20691

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.451357Z digest=sha256:0935aad9381c65be10a3f05a0b6c69f4887cb301fbd02e2eea4a59bf4a4439a4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.519304Z digest=sha256:9862e253baedb2c87da7b015a75a280aa593eac2afbeb0cb12e85c6c63b056b1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.582038Z digest=sha256:e08f92fe6b3508d0b6ccd460bc0b6aeedb4f93b931c486d8a4d85f35d764ba60

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.647644Z digest=sha256:55f45bb4be7c023b686d5724ee7faa8c2d05f87abc9c43783fff446e1629c082

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:47:26.712398Z digest=sha256:81791ba5fc6341f54f19c447808d770a365e97c7315c91e8a19ffc35efd386fa

Pith citing papers

No inbound Pith citation observations are available.