63 citations · 81 across the 42 of their papers we have counts for
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eess.SY2020★ 1 cited
Safe Reinforcement Learning with Mixture Density Network: A Case Study in Autonomous Highway Driving
Ali Baheri
This paper presents a safe reinforcement learning system for automated driving that benefits from multimodal future trajectory predictions. We propose a safety system that consists…
eess.SY2020
Vision-Based Autonomous Driving: A Model Learning Approach
Ali Baheri, Ilya Kolmanovsky, Anouck Girard +2
We present an integrated approach for perception and control for an autonomous vehicle and demonstrate this approach in a high-fidelity urban driving simulator. Our approach first…