Topic
Carnegie Mellon University Libraries
The video discusses the early limitations of autonomous vehicle systems developed at Carnegie Mellon University, specifically focusing on Alvin, a neural network-based road follower capable of driving single-lane highways at speed but unable to perform complex tactical maneuvers like changing lanes …
Lex Fridman
In this introductory lecture for MIT 6.S094, Lex Friedman outlines a course dedicated to deep learning and self-driving cars, utilizing two primary projects: Deep Traffic and Deep Tesla. The curriculum aims to teach students how to design neural networks that control autonomous vehicles, specificall …
Lex Fridman
Sertac Karaman, a professor at MIT's Aero-Astro department and a leading expert in autonomous vehicle motion planning, presented an overview of his research spanning from academic projects to real-world applications over the last decade. His work began with the DARPA Urban Challenge, where he led te …
Lex Fridman
In this introductory lecture for MIT 6.S094: Deep Learning, Professor Lex Friedman outlines a course dedicated to applying deep learning techniques to self-driving cars and autonomous vehicles (AVs). The curriculum integrates three primary competitions designed to challenge students with real-world …
Lex Fridman
The MIT Self-Driving Cars lecture from 2018 explores the transformative potential of autonomous vehicles, contrasting a utopian vision where AI eliminates human errors like drunk or distracted driving with dystopian fears regarding job displacement and ethical dilemmas in life-or-death decisions. Th …
Lex Fridman
Emilio Frazzoli, CTO of nuTonomy and former MIT professor, argues that while safety, convenience, and improved mobility access are common reasons for pursuing autonomous vehicles (AVs), they merely improve upon the status quo rather than fundamentally changing transportation. He emphasizes that car- …
Lex Fridman
Sterling Anderson, co-founder of Aurora and former head of Tesla's Autopilot team, shared his decade-long journey from MIT research to leading autonomous vehicle development at both Tesla and his new company. His work began with DARPA-funded projects focusing on "intelligent copilots" that blended h …
Lex Fridman
The podcast explores the state of autonomous vehicles in 2019, emphasizing a mission to improve mobility access for all ages and locations while increasing traffic efficiency and, most critically, saving lives by preventing fatalities. The speaker highlights two major milestones from 2018: Waymo rea …
Lex Fridman
Kyle Vogt, co-founder of Twitch and Cruise Automation, traces his fascination with robotics back to building BattleBots in high school using scavenged parts like winch motors run at triple their rated voltage. His journey from programming on Apple II computers to writing code for autonomous vehicles …
Lex Fridman
Karl Iagnemma and Oscar Beijbom from Aptiv Autonomous Mobility discuss their transition from academic research at MIT to industrializing autonomous vehicle technology within a massive global organization like Aptiv, which spun off from Delphi Technologies in 2014. The conversation highlights the evo …
Lex Fridman
George Hotz, founder of Comma.ai and a pioneer in unlocking early iPhones, joins Lex Fridman to discuss his journey from hardware hacking to developing autonomous driving systems with OpenPilot. Initially gaining fame for physically modifying an iPhone's address lines in 2007 without understanding s …
Lex Fridman
Chris Urmson addresses the critical role of LiDAR in current autonomous vehicle sensor suites, asserting that while cameras and radars are essential components, a robust system requires the fusion of data from all three technologies. He acknowledges Elon Musk's provocative claim that LiDAR is merely …
Lex Fridman
In a discussion regarding the future of robotics and automation, iRobot's CEO draws parallels between the challenges faced in home environments with Roomba vacuums and those encountered by autonomous vehicles (AVs). While acknowledging that AVs are currently the only other industry where automation …
Lex Fridman
Elon Musk highlights a significant milestone in robotics and artificial intelligence with the introduction of Smart Summon, which he believes will soon be complemented by AutoPark capable of navigating complex parking lots. He argues that these features represent more than just technological conveni …
Lex Fridman
Sebastian Thrun, a pioneering roboticist and computer scientist, reflects on his journey from early experiments with TI calculators to leading revolutions in autonomous vehicles, online education, and flying cars. He addresses philosophical questions about simulations by emphasizing that while the u …
Lex Fridman
In this discussion, Sebastian Thrun addresses the fundamental dilemma facing autonomous vehicle innovators: balancing public safety with the drive to innovate. He contrasts two distinct leadership approaches within the industry, noting that while Tesla under Elon Musk often displays an aggressive st …
Lex Fridman
In this episode of the Lex Fridman Podcast, computer science professor Michael Littman shares his philosophical inspirations and personal anecdotes regarding artificial intelligence. A significant influence on his thinking is the film *Robot & Frank*, which depicts a near-future scenario where robot …
Lex Fridman
Dmitri Dolgov, CTO of Waymo and a former researcher at MIT, traces his journey from childhood dreams of being a traffic control officer to becoming a leader in autonomous vehicle technology. His early fascination with optimizing systems evolved into professional work after graduate school, where he …