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शिक्षाby Grow10x
IntegratedG11-P08

ML-versus-Rule Robot Study

An evidence-based comparison, including a valid result that rules perform better.

  • Class 11 · Validate
  • Sessions 36-40 · Weeks 18-20
  • In Builder, Innovation
  • Supervised link
Class 11 showcase
Line-Following Robot
The five-session sprint

Session by session

  1. Session 36 · Ask & understandWeek 18

    Define a fair comparison question

    Evidence: a question, sketch or new vocabulary

  2. Session 37 · Build & designWeek 19

    Run both decision methods in simulation

    Evidence: a design draft, dataset or build

  3. Session 38 · ImplementWeek 19

    Apply reviewed bounded serial outputs on a raised rig

    Evidence: a working version, explained once

  4. Session 39 · Test & improveWeek 20

    Measure error and response delay

    Evidence: a test log with at least one failure

  5. Session 40 · Explain & reflectWeek 20

    Decide whether ML adds value

    Evidence: an individual explanation

Materials & tools
  • LFR kit
  • laptop model
  • safe bridge or simulator
Minimum test

Same held-out route states and same safety limits for both methods.

Supervised link

A laptop model sends named commands only after bench tests, with a simulator as fallback.

Completion needs the artefact, an honest test log, an individual explanation and no open safety or privacy issue.

Integrated project

AI advice connected to hardware, with a person in control.

Two teachers guiding uniformed students as they build a robot car in a classroomFor school leaders

Choose a starting point.
Build from evidence.

Pick the classes and a plan. We map the timetable, kit and safety checks with you, then pilot one class first.

  • Prospectus and class-wise plan
  • Kit and readiness check
  • Pilot one class first
  • Evidence at every milestone
School enquiry

Let's plan your pilot.

Share a few details and we will send the right plan for your classes.

Classes you are considering

No spam. We reply within two working days. Prefer email? shiksha@grow10x.io