-
Human versus Machine Attention in Deep Reinforcement Learning Tasks
Deep reinforcement learning (RL) algorithms are powerful tools for solvi...
read it
-
Efficiently Guiding Imitation Learning Algorithms with Human Gaze
Human gaze is known to be an intention-revealing signal in human demonst...
read it
-
Leveraging Human Guidance for Deep Reinforcement Learning Tasks
Reinforcement learning agents can learn to solve sequential decision tas...
read it
-
Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset
We introduce a large-scale dataset of human actions and eye movements wh...
read it
-
An Initial Attempt of Combining Visual Selective Attention with Deep Reinforcement Learning
Visual attention serves as a means of feature selection mechanism in the...
read it
-
AGIL: Learning Attention from Human for Visuomotor Tasks
When intelligent agents learn visuomotor behaviors from human demonstrat...
read it

Ruohan Zhang
is this you? claim profile