Search Results for author: Avinoam Borowsky

Found 2 papers, 2 papers with code

Example-guided learning of stochastic human driving policies using deep reinforcement learning

1 code implementation Neural Computing and Applications 2022 Ran Emuna, Rotem Duffney, Avinoam Borowsky, Armin Biess

Here we introduce a model-free and easy-to-implement deep reinforcement learning approach to mimic the stochastic behavior of a human expert by learning distributions of task variables from examples.

Autonomous Vehicles Gaussian Processes +3

Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars

1 code implementation7 Jun 2020 Ran Emuna, Avinoam Borowsky, Armin Biess

However, human-controlled vehicles are likely to remain on the roads for several decades to come and may share with AVs the traffic environments of the future.

Collision Avoidance Gaussian Processes +2

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