EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 09 · Lesson 11LearnPython45 min12 lessons in phase

Sim-to-Real Transfer

A policy trained in a simulator that fails on hardware is a policy that memorized the simulator. Domain randomization, domain adaptation, and system identification are the three tools to make learned controllers cross the reality gap.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 09Reinforcement Learning. Use the previous / next cards below to keep browsing the phase.