Adversarial Environment Generation for Learning to Navigate the Web

1 code implementation • 2 Mar 2021 • Izzeddin Gur, Natasha Jaques, Kevin Malta, Manoj Tiwari, Honglak Lee, Aleksandra Faust

The regret objective trains the adversary to design a curriculum of environments that are "just-the-right-challenge" for the navigator agents; our results show that over time, the adversary learns to generate increasingly complex web navigation tasks.

Benchmarking Decision Making +2