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Mary Hayhoe

2 accepted papers

2021

Machine versus Human Attention in Deep Reinforcement Learning Tasks

NeurIPS 2021poster

Deep reinforcement learning (RL) algorithms are powerful tools for solving visuomotor decision tasks. However, the trained models are often difficult to interpret, because they are represented as end-to-end deep neural networks. In this paper, we shed light on the inner workings of such trained mod…

Cited by 28SourcePDFScholar
2020

Human Gaze Assisted Artificial Intelligence: A Review

IJCAI 2020poster

Human gaze reveals a wealth of information about internal cognitive state. Thus, gaze-related research has significantly increased in computer vision, natural language processing, decision learning, and robotics in recent years. We provide a high-level overview of the research efforts in these field…

Cited by 0SourcePDFScholar