Search Results for author: Dafni Antotsiou

Found 3 papers, 3 papers with code

Modular Adaptive Policy Selection for Multi-Task Imitation Learning through Task Division

1 code implementation28 Mar 2022 Dafni Antotsiou, Carlo Ciliberto, Tae-Kyun Kim

This is done by using proto-policies as modules to divide the tasks into simple sub-behaviours that can be shared.

Imitation Learning Meta-Learning +1

Adversarial Imitation Learning with Trajectorial Augmentation and Correction

1 code implementation25 Mar 2021 Dafni Antotsiou, Carlo Ciliberto, Tae-Kyun Kim

Deep Imitation Learning requires a large number of expert demonstrations, which are not always easy to obtain, especially for complex tasks.

Data Augmentation Imitation Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.