Improbable AI Lab

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New method uses crowdsourced feedback to help train robots

November 29, 2023

Human Guided Exploration (HuGE) enables AI agents to learn quickly with some help from humans, even if the humans make mistakes.

A more effective way to train machines for uncertain, real-world situations

June 15, 2023

Researchers develop an algorithm that decides when a “student” machine should follow its teacher, and when it should learn on its own.

3 Questions: How the MIT mini cheetah learns to run

March 21, 2022

CSAIL scientists came up with a learning pipeline for the four-legged robot that learns to run entirely by trial and error in simulation.