User Guide

Daily usage reference once the repo is installed. If you are setting up UniLab for the first time, start with Getting Started.

Training

CLI routes, Hydra owner YAMLs, logs, checkpoints, Docker, and multi-GPU notes.

Training
Algorithms

Compare PPO, APPO, SAC, TD3, FlashSAC, MLX PPO, HIM-PPO, and HORA.

Algorithms
Backends

Choose MuJoCo or Motrix from owner YAMLs and backend capability evidence.

Simulation Backends
Tasks

Find locomotion, motion tracking, manipulation, and mobile manipulation tasks.

Tasks
Domain Randomization

Configure reset, init, and interval randomization through task owner configs.

Domain Randomization
Tooling

Export ONNX, inspect NaNs, send W&B logs, and export scenes.

Tooling
Manipulation Notes

Task-specific Allegro, Sharpa, and Go2+Airbot notes.

Manipulation Notes