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aws-deepracer-2023's Introduction

제3회 대한민국 인공지능 융합 자율주행 경진대회

[AWS DeepRacer Championship]

--온라인 예선전--

  1. Classic Race / Live Race : Classic Race
  2. Choose race type : Time Trial
  3. Name of the racing event : 2023 AWS DeepRacer Championship(ITP)
  4. Choose race dates : 9/1(금) ~ 9/10(일)
  5. Ranking Method : Total time
  6. Competition tracks : Smile Speedway (re:invent 2019)
  7. Minimum laps => 5 consecutive Laps
  8. Off-track penalty => 3 seconds

Reward Function: 230907_4.py

  • 트랙 웨이포인트 분석을 이용한 보상
  • 트랙 각도와 에이전트 YAW 방향의 각도 차이에 대한 보상
  • 기대 완주 스텝, 기대 완주 시간, 트랙 진행율에 따른 보상
  • off track 시 큰 패널티

알집파일: 모델의 로그

온라인 예선 결과 5위(본선진출), 48.189s image
ezgif com-optimize

--오프라인 본선전--

  1. Race: Smile Speedway
  2. Time Trial
  3. 3분동안의 최단 lap time이 기록으로 결정 (총 2번)

Reward Function: 230922_1.py

  • 온라인, 오프라인 주행은 약간 다름
  • 완주율 높게 학습해야함.

오프라인 본선 결과
1차 시기: 1위
2차 시기: 3위
최종: 3위(인천광역시장상), 10.250

image

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