8 citations · 11 across the 9 of their papers we have counts for
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cs.LG2021
Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution
Arash Mahyari, Peter Pirolli, Jacqueline A. LeBlanc
Recommendation systems play an important role in today's digital world. They have found applications in various applications such as music platforms, e.g., Spotify, and movie strea…
cs.LG2021
Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms
Arash Mahyari
Despite advancements in deep reinforcement learning algorithms, developing an effective exploration strategy is still an open problem. Most existing exploration strategies either a…
cs.LG2020
Physical Exercise Recommendation and Success Prediction Using Interconnected Recurrent Neural Networks
Arash Mahyari, Peter Pirolli
Unhealthy behaviors, e.g., physical inactivity and unhealthful food choice, are the primary healthcare cost drivers in developed countries. Pervasive computational, sensing, and co…