DARPA: Urban Challenge Concepts

Architects of Intelligence

by Martin Ford · 16 Nov 2018 · 586pp · 186,548 words

video image. The technology was great, but it wasn’t ready for its time. Then at Stanford, I was a peripheral part of the DARPA Urban Challenge in 2007. We flew down to Victorville, and it was the first time I saw so many self-driving cars in the same place. The whole Stanford

Hello World: Being Human in the Age of Algorithms

by Hannah Fry · 17 Sep 2018 · 296pp · 78,631 words

July 2014, https://www.engadget.com/2014/07/07/darpa-explainer/. 4. DARPA, Urban Challenge: Overview, http://archive.darpa.mil/grandchallenge/overview.html. 5. Sebastian Thrun, ‘Winning the DARPA Grand Challenge, 2 August 2006’, YouTube, 8 Oct. 2007, https://www.youtube.com/watch?v=j8zj5lBpFTY. 6. DARPA, Urban Challenge: Overview. 7. ‘DARPA Grand Challenge 2004 – road to . . .’ , YouTube, 22 Jan. 2014

Driverless: Intelligent Cars and the Road Ahead

by Hod Lipson and Melba Kurman · 22 Sep 2016

be too brittle to do its job, one reason why so many of the competing vehicles failed to complete the course. The third and final DARPA Urban Challenge took place in on an unused U.S. Air Force base seventy-five miles northeast of Los Angeles. To keep competing teams on their toes

…

challenge for an autonomous vehicle as climbing Mt. Everest during a blinding snowstorm without a map would be for a human. The rules of the 2007 Urban Challenge were straightforward: without a human driver on board, each vehicle had to complete a list of simple driving tasks, or “missions,” in an urban

…

while Odin, the vehicle from Virginia Tech University, was third. The real winner of the day, however, was the robotics community. The results of the 2007 challenge proved that autonomous vehicles could someday be a viable technology, capable of successfully navigating bustling urban environments, negotiating four-way intersections, and detecting the

…

9. Yoshimasa Goto and Anthony Tentz, “Mobile Robot Navigation: The CMU System,” IEEE Expert 1987. 10. DARPA award contract issued to Cornell University. 11. Chris Urmson et al., “Autonomous Driving in Urban Environments: Boss and the Urban Challenge,” Journal of Field Robotics 25 (9) (2008): 426–464. 12. “Autonomous Cars: Self-Driving the

…

Convolutional neural networks (CNNs), 214–218 Corner cases, 4, 5, 89, 154 Creative destruction, 261–263 Crime, 273, 274 DARPA Challenges, 149, 150 DARPA Grand Challenge 2004 DARPA Grand Challenge 2005, 151, 152 DARPA Urban Challenge 2007, 156–158 Data CAN bus protocol, 193, 194 Data collection, 239, 240 Training data for deep learning, 218–220 See

The Road to Conscious Machines

by Michael Wooldridge · 2 Nov 2018 · 346pp · 97,890 words

. The 2005 Grand Challenge was followed by a series of other challenges, of which probably the most important was the 2007 Urban Challenge. While the 2005 competition tested vehicles on rural roads, the 2007 challenge aimed to test them in built-up urban environments. Driverless cars were required to complete a course, while obeying

…

any recipe/algorithm. (unsound) reasoning In logic, where we derive conclusions that are not warranted by the premises. See also (sound) reasoning. Urban Challenge A 2007 follow-on to the DARPA Grand Challenge, in which autonomous vehicles were required to autonomously traverse a built-up urban environment. utilitarianism The idea that we should choose

…

19, 78 understanding 201–4, 312–14 unemployment 264–77 unintended consequences 263 universal basic income 272–3 Universal Turing Machines 18, 19 Upanishads 315 Urban Challenge 2007 226–7 utilitarianism 249 utilities 151–4 utopians 271 V vacuum cleaning robots 132–6 values and norms 260 video games 192–6, 327–8

Machines of Loving Grace: The Quest for Common Ground Between Humans and Robots

by John Markoff · 24 Aug 2015 · 413pp · 119,587 words

of stop-and-go Sunday traffic in a science-fiction movie like Blade Runner. Indeed, by almost any standard it was an odd event. The DARPA Urban Challenge pitted teams of roboticists, artificial intelligence researchers, students, automotive engineers, and software hackers against each other in an effort to design and build robot vehicles

…

a decade earlier inside the same university research community that he now disfavored. The guiding force behind the GM robot SUV that would win the Urban Challenge in 2007 was a Carnegie Mellon roboticist who had been itching to win this prize for more than a decade. In the fall of 2005, Tether

…

(right) in front of the Stanford University autonomous vehicle while it was being tested to take part in DARPA’s Urban Challenge in 2007. (Photo courtesy of the author) Soon afterward Thrun threw himself into the DARPA competition with passion. For the first time in his life he felt like he was focusing on something

…

roboticists and AI experts from universities and corporations, Arkin challenged them to think more deeply about the consequences of automation. “We all know that [the DARPA Robotics Challenge] is motivated by urban seek-and-destroy,” he said sardonically, adding, “Oh no, I meant urban search-and-rescue.” The line between

Life as a Passenger: How Driverless Cars Will Change the World

by David Kerrigan · 18 Jun 2017 · 472pp · 80,835 words

2005, five driverless cars successfully navigated the route that had proven so baffling just a year earlier. And just two years later, in 2007, six teams finished the new DARPA Urban Challenge, with the participating Autonomous Vehicles (AV) required to obey traffic rules, deal with blocked routes and manoeuvre around fixed and moving obstacles

Artificial Intelligence: A Modern Approach

by Stuart Russell and Peter Norvig · 14 Jul 2019 · 2,466pp · 668,761 words

al., 1986; Dickmanns and Zapp, 1987). After successful demonstrations of driving on dirt roads in the 132-mile DARPA Grand Challenge in 2005 (Thrun, 2006) and on streets with traffic in the 2007 Urban Challenge, the race to develop self-driving cars began in earnest. In 2018, Waymo test vehicles passed the landmark of

…

hours, winning a $2 million prize and a place in the National Museum of American History. Figure 26.35(a) depicts BOSS, which in 2007 won the DARPA Urban Challenge, a complicated road race on city streets where robots faced other robots and had to obey traffic rules. Figure 26.35(a) Autonomous car

…

BOSS which won the DARPA Urban Challenge. Photo by Tangi Quemener/AFP/Getty Images/Newscom. Courtesy of Sebastian Thrun. (b) Aerial view showing the perception and predictions of the Waymo autonomous

…

the prize would never be claimed. In 2005, Stanford’s robot Stanley won the competition in just under seven hours (Thrun, 2006). DARPA then organized the Urban Challenge, a competition in which robots had to navigate 60 miles in an urban environment with other traffic. Carnegie Mellon University’s robot BOSS took

…

Systems, 10, 289–321. Ullman, S. (1979). The Interpretation of Visual Motion. MIT Press. Urmson, C. and Whittaker, W. (2008). Self-driving cars and the Urban Challenge. IEEE Intelligent Systems, 23, 66–68. Valiant, L. (1984). A theory of the learnable. CACM, 27, 1134–1142. Vallati, M., Chrpa, L., and Kitchin,

…

1092 Damerau, R, 903, 1085 Danaher, J., 1057, 1092 Dang, T. D., 331, 1097 Danish, 877 Dantzig, G. B., 161, 1092 DARPA, 47, 1061 DARPA Grand Challenge, 46, 979, 984, 1071 DARPA Urban Challenge, 979 Darrell, T., 841, 986, 1030, 1096, 1103 Dartmouth workshop, 36 Darwiche, A., 474, 475, 478, 1090, 1092, 1108 Darwin, C

…

UOSAT-II (satellite), 402 update (in temporal reasoning), 148, 150, 151, 484–486 upper confidence bound (UCB), 575 upper ontology, 355 Urban, J., 330, 1085 Urban Challenge, 984 Urmson, C., 984, 1115 urn-and-ball model, 773 Usher, J. M., 357, 1095 Usher, N., 1069, 1093 Uszkoreit, J., 901, 919, 931,

Ghost Road: Beyond the Driverless Car

by Anthony M. Townsend · 15 Jun 2020 · 362pp · 97,288 words

’s massive Arizona rollout is a mere 280 miles to the east of California’s George Air Force Base, the site of the 2007 DARPA Grand Challenge (often called the “DARPA Urban Challenge” for its simulated city terrain). In all that time, Google’s ballyhooed team has merely replicated success in one set of idealized

…

the driverless revolution as big as any we’ve experienced before—the post-war suburban boom, or the Clinton-Bush exurban bubble that collapsed in 2007. And we won’t just build new subdivisions. We’ll need entire new towns—hundreds or even thousands of them. Our challenge, then, is to

Superintelligence: Paths, Dangers, Strategies

by Nick Bostrom · 3 Jun 2014 · 574pp · 164,509 words

and Ho, Yu-Chi. 1969. Applied Optimal Control: Optimization, Estimation, and Control. Waltham, MA: Blaisdell. Buehler, Martin, Iagnemma, Karl, and Singh, Sanjiv, eds. 2009. The DARPA Urban Challenge: Autonomous Vehicles in City Traffic. Springer Tracts in Advanced Robotics 56. Berlin: Springer. Burch-Brown, J. 2014. “Clues for Consequentialists.” Utilitas 26 (1): 105–19

Wild Ride: Inside Uber's Quest for World Domination

by Adam Lashinsky · 31 Mar 2017 · 190pp · 62,941 words

named Matt Sweeney, he spent his first six months canvassing the world for robotics talent. They studied the teams that had competed in another DARPA competition, the DARPA Urban Challenge, and then they set out to meet as many people as they could. Three academic centers emerged as fertile hunting grounds for the type