Research & robot learning · SCENARIO ROADMAP

Plan a shared robotics research lab

Choose platforms around experiments, operating procedures and reproducible onboarding.

Reviewed October 26, 2026 · Editorial learning and project guidance. Professional means project depth, not an accredited qualification.

THE DESTINATION

What you will produce

A lab operating manual, recovery drill and lifecycle plan. Preserve reproducibility across staff and project changes.

Before you begin

Starting knowledge

  • List the research tasks and likely users.
  • Identify space, supervision, compute and maintenance ownership.

Equipment & environment

Begin with an inventory and simulation/shared-data access. Hardware procurement follows an experiment and ownership plan.

No fixed completion time: use the evidence gates below to decide when to advance. Resource links open the botstest directory entry; check its publisher documentation for the exact version and configuration.

01

Beginner

Create an experiment-to-equipment matrix

Separate what the lab wants to study from the form of a robot.

Learn in this order

  1. Manipulation, navigation, learning and sensing requirements
  2. Control interfaces and software access
  3. Tooling, space and compute as part of the system

Put it into practice

  1. Map the first planned experiments to observations and controls.
  2. Compare simulation, shared hardware and new procurement options.
Produce this

A lab requirements matrix and procurement brief.

Ready for the next step when…

Resources for this stage

Franka Research 3 →

Investigate a force-sensitive manipulation platform and confirm the exact research interfaces and configuration.

TurtleBot3 →

Explore a compact mobile learning platform with a documented development ecosystem.

Hello Robot Stretch →

Study mobile manipulation research and the required development and supervision workload.

02

Intermediate

Standardize onboarding and recording

Make a new researcher productive without undocumented knowledge.

Learn in this order

  1. Calibration, software environments and reference tasks
  2. Logs, dataset storage and access permissions
  3. Scheduling, consumables and incident reporting

Put it into practice

  1. Create a versioned setup and reference experiment for each shared platform.
  2. Ask a new user to reproduce the reference task from the instructions.
Produce this

A lab onboarding pack, platform register and recording policy.

Ready for the next step when…

Resources for this stage

ROS 2 →

Follow the official middleware learning path; use documentation matching your installed distribution.

mcap · foxglove →

Investigate a robot-data recording format and verify interoperability with your actual logging tools.

LeRobot →

Follow robot-data recording, dataset, policy and evaluation workflows for supported hardware and software.

03

Professional

Operate the lab as maintainable infrastructure

Preserve reproducibility across staff and project changes.

Learn in this order

  1. Asset lifecycle, spares and support terms
  2. Review gates for experiments and publication
  3. Backup recovery and decommissioning responsibilities

Put it into practice

  1. Rehearse recovery of a project environment and its dataset.
  2. Review platform lifecycle and replacement needs before the next procurement cycle.
Produce this

A lab operating manual, recovery drill and lifecycle plan.

Ready for the next step when…

Resources for this stage

CMU Robotics Institute →

Explore research areas and educational material to position a robotics study or learning plan.

Franka Research 3 →

Investigate a force-sensitive manipulation platform and confirm the exact research interfaces and configuration.

Foxglove →

Inspect recorded robot signals and build views that expose timing and system failures.

Common pitfalls

  • Buying one impressive platform before agreeing on experiments.
  • Depending on undocumented personal workstations and calibration files.

Where to go next

Use the experiment-specific research routes for each new project and revisit equipment needs when its evidence changes.

Explore other research paths →

Related buying and solution guides