Search Results for author: Garrett Andersen

Found 3 papers, 1 papers with code

Learning High-level Representations from Demonstrations

no code implementations19 Feb 2018 Garrett Andersen, Peter Vrancx, Haitham Bou-Ammar

A common approach to HL, is to provide the agent with a number of high-level skills that solve small parts of the overall problem.

Montezuma's Revenge

Active Exploration for Learning Symbolic Representations

no code implementations NeurIPS 2017 Garrett Andersen, George Konidaris

We introduce an online active exploration algorithm for data-efficiently learning an abstract symbolic model of an environment.

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