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  3. 满帮集团Agent算法大赛:基于Agentic AI 的卡车司机连续找货决策

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ModelScopeGeneral MLIntermediateRegistration closedRegistration closed

满帮集团Agent算法大赛:基于Agentic AI 的卡车司机连续找货决策

Builders comfortable with Chinese or bilingual ModelScope contest pages and open model workflows.

Open official pageSign in to saveOpen guide

Suggested next step

Decide whether this contest fits your current stage before you sink time into the leaderboard.

Beginner score

55/100

Higher means a safer real starting point for your current stage.

Learning value

58/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

10-30 hours

Use this to check whether the task fits your current time budget.

Metric

Official scoring is published on the Mo…

If you cannot explain this metric clearly yet, you probably still need a bit of prep.

Who this competition fits

Builders comfortable with Chinese or bilingual ModelScope contest pages and open model workflows.

Official blurb (unedited)
在真实的货运平台场景中,司机找货与接单并不是一次性的静态匹配问题,而是一个在时间、空间、收益和个人偏好之间不断权衡的动态连续决策过程。一次“完美”的接单,需要综合考虑当前位置、未来货源预期、自身经营状态,在“立即接单”、“休息等待”、“空驶到指定地点”之间做出权衡,以实现更优的长期经营结果。 传统的算法模型往往聚焦于单次“接单率”的预测,难以刻画司机作为经营主体在长周期下的连续决策智慧。这种长期规划与即时响应相结合的能力,正是当前人工智能从“感知智能”迈向“决策智能”的关键一步。 Official category: 应用开发赛. Participants: 0. Organizers: 满帮集团.

Prep before joining

If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.

Can read Chinese or English competition pages

Comfortable submitting a baseline

Basic familiarity with LLM tooling or agent workflows

Where the real difficulty shows up

The real friction is usually not library usage. It is validation, time allocation, and task framing.

Task details, eligibility, and scoring rules live mainly on the official ModelScope page and may change between seasons.

Read this first

This guide is the best pre-read if you want a cleaner start instead of trial-and-error.

A simple framework for choosing a competition that teaches instead of overwhelming you.

How to Choose Your First AI Competition

Your decision

Use these fields to make a quick decision before you dive deeper.

Status
Registration closed
Registration
Registration closed
Eligibility
Needs official confirmation
Reward
217000元
Compute
Free GPU OK
Official metric
Official scoring is published on the ModelScope competition page.
Verification
Source page verified

This competition is better treated as a comparison option inside your shortlist before you invest more time.

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Official source

Rules, files, submission details, and the live deadline still come from the official page.

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.

Source page verifiedMetric confirmedReviewed
Source published
Apr 29, 2026
Published on this site
Jul 21, 2026

Official metric is not published on the ModelScope 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.