Reinforcement Learning via Corrective Feedback

interactive imitation learning research

About

This is my bachelor thesis project, where I researched interactive imitation learning techniques. Combined with human corrective feedback, the robots rapidly learn to perform various control tasks in simulation.

husky_simulation

husky_simulation

Thesis

The full-text thesis can be found here.

Note that this is a translated version just for demonstration purposes, which is not reviewed.

Supplementary Video