Beginner score
48/100
Competition workspace
适合已有自动驾驶算法开发经验、能在仿真环境中处理场景与传感器信息的个人或团队。参赛者需要能基于 OASIS 和 Dora-drives 开发、测试并在线提交完整的主车控制算法；正式参赛还需使用已报名的 AtomGit 账户提交。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
48/100
Learning value
60/100
Estimated effort
12-40 hours
Metric
Official scoring is published on the Op…
适合已有自动驾驶算法开发经验、能在仿真环境中处理场景与传感器信息的个人或团队。参赛者需要能基于 OASIS 和 Dora-drives 开发、测试并在线提交完整的主车控制算法；正式参赛还需使用已报名的 AtomGit 账户提交。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
自动驾驶感知、规划与决策
OASIS 仿真平台
Dora-drives 框架
传感器数据处理
Docker 镜像打包
命令行与 AtomGit
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点在于让同一套算法在非公开测试场景中同时完成感知、规划和决策，并兼顾到达终点、避碰、交通规则、限速与乘坐舒适性等约束；碰撞、未到终点或超时会使单场景总分归零。提交也有工程门槛：算法须打包为 Docker 镜像，且本地至少运行一次以保证云端能识别指定文件路径。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
How to learn feature engineering, validation, and competition workflow without heavy hardware.
No GPU? Pick Competitions That Still Teach You Good HabitsUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the OpenAtom competition listing; verify scoring on the competition page.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.