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08/07/2021
A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions
Traditional recommendation systems are faced with two long-standing obst...
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07/13/2021
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks
A longstanding goal of artificial intelligence is to create artificial a...
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10/29/2020
Human versus Machine Attention in Deep Reinforcement Learning Tasks
Deep reinforcement learning (RL) algorithms are powerful tools for solvi...
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02/28/2020
Efficiently Guiding Imitation Learning Algorithms with Human Gaze
Human gaze is known to be an intention-revealing signal in human demonst...
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09/21/2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks
Reinforcement learning agents can learn to solve sequential decision tas...
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03/15/2019
Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset
We introduce a large-scale dataset of human actions and eye movements wh...
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11/11/2018
An Initial Attempt of Combining Visual Selective Attention with Deep Reinforcement Learning
Visual attention serves as a means of feature selection mechanism in the...
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06/01/2018