Train Self-Driving Cars Using GTA V
Self-driving cars are emerging equally the Next Big Affair in tech, simply striking out on your own can be difficult, significant yous'll probably need a gig at Google, Uber, or a major auto maker to actually dig in and make progress—until now.
The DeepDrive project came upwardly with a unique fashion to let tech-savvy types tinker with autonomous driving tech—it re-purposed popular video game Grand Theft Car V (GTA V) as a self-driving car simulator. Companies, like Intel, take been playing around with it, but at present it's open source cheers to an integration with Universe, a platfomr that emerged last month equally "a software platform for measuring and grooming an artificial intelligence'south (AI) full general processing beyond the earth's supply of games, websites and other applications."
The Universe integration with GTA 5 comes courtesy of OpenAI, a non-profit inquiry company that Elon Musk and his peers launched concluding year. "To use it, you'll only need a purchased re-create of GTA V and then your Universe agent volition be able to start driving a car around the streets of a high-fidelity virtual world," OpenAI said in a blogpost.
That 'agent' had been "trained via imitation learning on 21 hours (virtually 600,000 images) on the game's AI driving," according to OpenAI. "The baseline agent can drive in a variety of different weather weather condition, react to traffic, and continue to its lane. This agent is a start, which we invite the community to improve upon!"
Not to worry; at that place's however plenty to explore minus the gun battles.
"GTA V gives researchers admission to a rich, various earth for testing and developing AI. Its isle setting is almost ane fifth the size of Los Angeles, giving access to a broad range of scenarios to test systems," OpenAI said. "Add to that the 257 unlike vehicles, seven types of bicycles, and fourteen weather condition types, and its possible to explore a huge number of permutations using a single simulator."
Source: https://sea.pcmag.com/cars-auto/13372/train-self-driving-cars-using-gta-v
Posted by: osbywaye1974.blogspot.com
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