Overview

The inaugural Machine Intelligence in Autonomous Vehicles Summit took place in San Francisco on March 23-24 2017. Speakers included: Charlie Tang, Research Scientist at Apple; Gaurav Kumar Singh, ML & Deep Learning Researcher, Autonomous Vehicles at Ford Motor Company; and Joan Walker, Professor at UC Berkeley.

Topics explored included: Deep Reinforcement Learning for Autonomous Vehicles; Human-Robot Cohabitation; Ethics and Autonomous Vehicles; and; Deep Learning for Self-Driving Cars.

Featured Presentations

Watch our featured videos below for free. Scroll down to view the full library of presentations from the event and to purchase access to all the recorded sessions.

Data Driven: Connecting Cars for Smarter Cities

Bryan Mistele, President & CEO at INRIX

With over half of the world’s population living in our cities, managing massive population growth is one of the most important development challenges of the 21st century. Today, we have 28 Megacities of 10 million or more people. By 2030, this will increase to 41 megacities placing a huge strain...

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Deep Learning for Self-Driving Cars

Lex Fridman, Postdoctoral Researcher at MIT

We will provide an overview of how deep neural network based approaches can contribute to each individual component of an autonomous vehicle including scene perception, scene understanding, localization, mapping, control, planning, driver sensing, and the end-to-end driving task. We will discuss the strengths and limitations of the fundamental deep learning...

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Gaming: Using Virtual World Data in Deep Learning Approaches for Autonomous Driving Research

Gaurav Kumar Singh, ML & DL Researcher, Autonomous Vehicles, at Ford Motor Company

Development of Autonomous driving capabilities through machine and deep learning requires training upon huge annotated data. Obtaining such training data requires a lot of efforts, not to mention the large time required to do so. This talk will explore the possibility of accelerating autonomous driving research by training machine and...

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Machine Intelligence in Autonomous Vehicles Summit, San Francisco 2017

6+

Hours of content

25

Speakers

5

Interviews

Overview

Featured Presentations

Full Presentation Library

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