471 citations · 611 across the 33 of their papers we have counts for
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Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge
Gabriel Hartmann, Zvi Shiller, Amos Azaria
Autonomous navigation has recently gained great interest in the field of reinforcement learning. However, little attention was given to the time optimal velocity control problem, i…
The Concept of Criticality in Reinforcement Learning
Yitzhak Spielberg, Amos Azaria
Reinforcement learning methods carry a well known bias-variance trade-off in n-step algorithms for optimal control. Unfortunately, this has rarely been addressed in current researc…
Human Satisfaction as the Ultimate Goal in Ridesharing
Chaya Levinger, Amos Azaria, Noam Hazon
Transportation services play a crucial part in the development of modern smart cities. In particular, on-demand ridesharing services, which group together passengers with similar i…
Goldbach's Function Approximation Using Deep Learning
Avigail Stekel, Merav Chkroun, Amos Azaria
Goldbach conjecture is one of the most famous open mathematical problems. It states that every even number, bigger than two, can be presented as a sum of 2 prime numbers. % In this…