Growing action spaces

In complex tasks, such as those with large combinatorial action spaces, random exploration may be too inefficient to achieve meaningful learning progress. In this work, we use a curriculum of progressively growing action spaces to accelerate learning. We assume the environment is out of our control,...

Full description

Bibliographic Details
Main Authors: Farquhar, G, Gustafson, L, Lin, Z, Whiteson, S, Usunier, N, Synnaeve, G
Format: Conference item
Language:English
Published: Journal of Machine Learning Research 2020