@article{Zhang_2019, title={Attention Guided Imitation Learning and Reinforcement Learning}, volume={33}, url={https://ojs.aaai.org/index.php/AAAI/article/view/5090}, DOI={10.1609/aaai.v33i01.33019906}, abstractNote={<div class="page" title="Page 1"> <div class="layoutArea"> <div class="column"> <p>We propose a framework that uses learned human visual attention model to guide the learning process of an imitation learning or reinforcement learning agent. We have collected high-quality human action and eye-tracking data while playing Atari games in a carefully controlled experimental setting. We have shown that incorporating a learned human gaze model into deep imitation learning yields promising results.</p> </div> </div> </div>}, number={01}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Zhang, Ruohan}, year={2019}, month={Jul.}, pages={9906-9907} }