Search Results for author: Jake A. Whritner

Found 2 papers, 1 papers with code

Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset

1 code implementation15 Mar 2019 Ruohan Zhang, Calen Walshe, Zhuode Liu, Lin Guan, Karl S. Muller, Jake A. Whritner, Luxin Zhang, Mary M. Hayhoe, Dana H. Ballard

We hope that the scale and quality of this dataset can provide more opportunities to researchers in the areas of visual attention, imitation learning, and reinforcement learning.

Imitation Learning

AGIL: Learning Attention from Human for Visuomotor Tasks

no code implementations ECCV 2018 Ruohan Zhang, Zhuode Liu, Luxin Zhang, Jake A. Whritner, Karl S. Muller, Mary M. Hayhoe, Dana H. Ballard

When intelligent agents learn visuomotor behaviors from human demonstrations, they may benefit from knowing where the human is allocating visual attention, which can be inferred from their gaze.

Atari Games Imitation Learning

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