2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.LG2021
What is Going on Inside Recurrent Meta Reinforcement Learning Agents?
Safa Alver, Doina Precup
Recurrent meta reinforcement learning (meta-RL) agents are agents that employ a recurrent neural network (RNN) for the purpose of "learning a learning algorithm". After being train…
cs.LG2020★ 2 cited
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
Safa Alver, Doina Precup
Due to the realization that deep reinforcement learning algorithms trained on high-dimensional tasks can strongly overfit to their training environments, there have been several st…
cs.CV2019
Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance
Safa Alver, Ugur Halici
Visual face tracking is one of the most important tasks in video surveillance systems. However, due to the variations in pose, scale, expression, and illumination it is considered…