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Efficiently Guiding Imitation Learning Agents with Human Gaze
28 February 2020
Akanksha Saran
Ruohan Zhang
Elaine Schaertl Short
S. Niekum
Re-assign community
ArXiv (abs)
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Papers citing
"Efficiently Guiding Imitation Learning Agents with Human Gaze"
7 / 7 papers shown
RECON: Reducing Causal Confusion with Human-Placed Markers
Robert Ramirez Sanchez
Heramb Nemlekar
Shahabedin Sagheb
Cara M. Nunez
Dylan P. Losey
CML
352
3
0
20 Sep 2024
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks
Ruohan Zhang
F. Torabi
Garrett A. Warnell
Peter Stone
330
31
0
13 Jul 2021
Imitation Learning with Human Eye Gaze via Multi-Objective Prediction
Ravi Kumar Thakur
M. Sunbeam
Vinicius G. Goecks
Ellen R. Novoseller
R. Bera
Vernon J. Lawhern
Gregory M. Gremillion
J. Valasek
Nicholas R. Waytowich
193
7
0
25 Feb 2021
Improving Reinforcement Learning with Human Assistance: An Argument for Human Subject Studies with HIPPO Gym
Matthew E. Taylor
Nicholas Nissen
Yuan Wang
N. Navidi
OffRL
114
6
0
02 Feb 2021
Selective Eye-gaze Augmentation To Enhance Imitation Learning In Atari Games
Chaitanya Thammineni
Hemanth Manjunatha
Ehsan Esfahani
220
9
0
05 Dec 2020
Machine versus Human Attention in Deep Reinforcement Learning Tasks
Neural Information Processing Systems (NeurIPS), 2020
Sihang Guo
Ruohan Zhang
Bo Liu
Yifeng Zhu
M. Hayhoe
D. Ballard
Peter Stone
OffRL
339
35
0
29 Oct 2020
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
L. Guan
Mudit Verma
Sihang Guo
Ruohan Zhang
Subbarao Kambhampati
358
53
0
26 Jun 2020
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