Media Summary: Agile Autonomous Driving using End-to-End Deep Imitation Learning Building a Self-Driving Car via Imitation Learning - Fully Connected Neural Network ICRA 2018 Spotlight Video Interactive Session Wed PM Pod M.4 Authors: Codevilla, Felipe; Mueller, Matthias; Lopez, Antonio M.; ...
Imitation Learning For Agile Autonomous Driving - Detailed Analysis & Overview
Agile Autonomous Driving using End-to-End Deep Imitation Learning Building a Self-Driving Car via Imitation Learning - Fully Connected Neural Network ICRA 2018 Spotlight Video Interactive Session Wed PM Pod M.4 Authors: Codevilla, Felipe; Mueller, Matthias; Lopez, Antonio M.; ... We compared two leading methods for training neural network controllers, Reinforcement Learning and From Tesla Autonomy Day on April 22, 2019: The bottom left is what the car sees. A CNN + fully connected neural network converts these images to a
IROS 2019, manuscript: End-to-end visual-based ICRA 2018 Spotlight Video Interactive Session Thu AM Pod F.2 Authors: Mullins, Galen; Stankiewicz, Paul; Appler, Jordan; Dress, ... DAgger with Weighted Loss Function for Reducing Autonomous Driving based on Modified SAC Algorithm through Imitation Learning Pretraining on AirSim Imitation Learning-based End-to-end Autonomous Driving with High Definition Map