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Watch Stanford's self-driving Audi hit the track

Sending a self-driving race car around a track with nobody inside seems pointless – there's no driver to enjoy the ride, and the car certainly isn't getting a thrill out of it. But the students performing research with Stanford University's Audi TTS test rig "Shelley" (not to be confused with Audi's own self-driving race cars) are getting a kick out of the numbers generated by the machine. "A race car driver can use all of a car's functionality to drive fast," says Stanford Professor Chris Gerdes. "We want to access that same functionality to make driving safer." The teams push the car to speeds over 120mph and the computers have executed lap times nearly as fast as professional drivers. However, they also spend a lot of time maneuvering at 50 to 75 mph, the speeds where accidents are most likely to happen. That way, the students can figure out how to incorporate braking, throttle and maneuvering to develop new types of automatic collision avoidance algorithms. Better technology, for instance, could have saved Google from a recent slow-speed accident where its vehicle was struck by a bus. During race days, students break into teams to perform different types of research. "Once you get to the track, things can go differently than you expect. So it's an excellent lesson of advanced planning," says Gerdes. In the latest rounds of testing, for instance, one PhD student developed emergency lane-change algorithms, while another recorded a skilled human driver in an attempt to convert his behavior into a driving algorithm. The main goal, of course, is to prepare students for something they may not have expected -- an automotive industry that is adopting self-driving technology at breakneck speeds. This article by Steve Dent originally ran on Engadget, the definitive guide to this connected life. Green Audi Technology Coupe Autonomous Vehicles Racing Vehicles Performance Videos racecar research

Audi A3 E-Tron Sportback already getting residual value love

It's a tricky game, but the folks at Auto Bild and market research institute Schwacke are looking into the future. Through the mists of future time, they say that they think that buying an Audi A3 Sportback e-tron plug-in hybrid today is going to look like a smart buy in a few years. The German automaker likes what it sees in terms of resale value for the plug-in hybrid A3, Audi's first mass-produced plug-in, and the car has already been named a "Wertmeister." That's the "value champ" designation that Auto Bild hands out every year. Audi says the A3 e-tron has the "most stable residual value in its class," and is expected to retain more than 57 percent of its original value four years after rolling off the dealership lot. That gives the plug-in hybrid bragging rights to the "Wertmeister" award for the Compact Car category. Audi also won second place in the Full Size category with its Audi A6 Avant 3.0 TDI The German automaker started sales of the A3 e-tron last summer in Germany, pricing the model at about $51,500. The cars has 204 horsepower, can go from 0 to 60 miles per hour in less than eight seconds and has an all-electric range of up to 31 miles. Check out Audi's press release below, and take a look at our First Drive impressions of the model here. Audi A3 Sportback e-tron is "Wertmeister 2015" Auto Bild crowns Audi A3 Sportback e-tron "Wertmeister 2015" Audi A6, Audi A7 and Audi Q3 also awarded top-three places Ingolstadt/Berlin, February 5, 2015 – the Audi A3 Sportback e-tron* is the car with the most stable residual value in its class. That was the conclusion drawn by Auto Bild and market research institute Schwacke. The A3 e-tron stands out with the best residual value forecast among the compact cars, receiving the title "Wertmeister 2015". Every year, Auto Bild and Schwacke select the cars in each class that are expected to depreciate the least during the following four years. The winners take the "Wertmeister" title. The Audi A3 Sportback e-tron is the winner in the "Compact Car" category with a residual value of 57.3 percent. The Audi A3 e-tron is the first plug-in hybrid from Audi. It combines sporty power with impressive efficiency and abundant driving enjoyment with unrestricted everyday utility.

Audi RS3 Sportback is the hottest hatch

Fans of compact, European vehicles that mix luxury and performance should be in paradise right now. There's already the 320-horsepower M235i from BMW and the 355-hp CLA45 AMG (or A45 elsewhere) from Mercedes-Benz, but you can now add one more to the list. Meet the Audi RS3 Sportback, which boasts 362 hp and five doors, too. With propulsion coming from Audi's turbocharged 2.5-liter five-cylinder that makes 343 pound-feet of torque (465 newton-meters), the RS3 Sportback can scramble to 62 miles per hour in 4.3 seconds. Top speed is limited to 155 mph, but buyers can opt to raise that top end to 174 if desired. The inline-five is mated to a seven-speed S-tronic dual-clutch gearbox, sending power to the ground via Quattro all-wheel drive with torque vectoring, which can send between 50 and 100 percent of the power to the rear wheels as needed. To cope with the boosted output, the suspension has been lowered by an inch compared to the standard A3 Sportback, and magnetic dampers are a further option. Buyers can also tick the box for carbon-fiber-ceramic brake rotors at the front. The RS3 goes on a diet its latest iteration, too, weighing 121 pounds less than its predecessor. While buyers get potent power, Audi keeps the looks understated. The exterior wears a front airdam with larger openings and some aluminum flourishes, and a diffuser at the back gets some more matte trim. A roof spoiler and aluminum look for the mirror housings add a few other touches to catch the eye. Inside, all versions get sport seats covered in Nappa leather and a flat-bottom steering wheel wrapped in leather and Alcantara. But for the really sporty look, buyers can spec optional RS buckets with a carbon shell that weigh 15 pounds less than the standard units. European deliveries of the RS3 Sportback begin in the summer. Autoblog reached out to Audi spokesperson Mark Dahncke who told us there are currently "no plans to bring it to the US." Scroll down to read Audi's full announcement of this five-door hot hatch. Power in compact form – the new Audi RS 3 Sportback Ingolstadt, 2014-12-12 Sporty top model of the A3 model series Most powerful production five-cylinder in RS history with 270 kW (367 hp) 0 – 100 km/h (62.1 mph) in 4.3 seconds – 0.3 seconds faster than the previous model Hot, throaty sound, exhilaratingly free-revving and brawny power – the five cylinder engines from Audi are legendary.