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But those earliest drivers have already spent a lifetime observing the real world and watching parents drive. It’s pretty easy to teach the “rules of the road” - we do with 16-year-olds all the time. In addition to scaling up the amount of data, researchers can manipulate weather, traffic, pedestrians and more to create complex conditions with which to train AI. The idea is this: the virtual world provides a far more efficient solution to supplying enough data to these programs compared to the time-consuming task of annotating object data from real-world images. The hard problem with this approach is getting a large enough sample for the machine learning to be viable. So, why not use the wildly successful virtual world of Grand Theft Auto V to teach machine learning programs to operate a vehicle?
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When it comes to AI, teaching machine learning algorithms how to drive in a virtual world makes sense when the real one is packed full of squishy humans and other potential catastrophes. Here’s how you can turn one into an AM/FM+ transmitter using a DVB-T dongle and SDR.Ĭontinue reading “GTA: San Andreas Radio Earns Six-Star Wanted Level” → Posted in Raspberry Pi Tagged Grand Theft Auto, python, raspberry pi, Raspberry Pi 3, rotary encoderįor all the complexity involved in driving, it becomes second nature to respond to pedestrians, environmental conditions, even the basic rules of the road. Tune past the break to give it a listen.Īdventures in Raspi radio-ing don’t have to be one-way. A step-by-step tutorial is coming soon, so watch ’s site for updates. The snake charming doesn’t stop there: the rock star of this project is ’s virtual radio software, which handles the audio blending as he tunes between stations. He forked it, squashed a bug or two, and wrote a module for KY040 rotary encoders to make them play nice with the Pi. All the stations play continuously whether you’re tuned in or not, and they bleed into each other as you go up and down the dial.Īfter much trial and error, found a Python mixer that would work, but it was no longer maintained. As people who like to put on the sad piano building music from The Sims and write Hackaday posts, we can totally relate.īut this isn’t just another one of those jam-a-Pi-into-a-vintage-radio-and-call-it-a-sandwich projects (not that there’s anything wrong with those). wanted to be able to jam to Bounce FM and Radio:X all the time, without having to steal a car or a street sweeper in San Andreas.
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Posted in Games, Software Hacks Tagged cheat, game, Grand Theft Auto, modding, reverese engineering, video game Whether this is a good idea for the self-driving AI that uses GTA as learning environment is probably a different story though. If you’re curious about modding GTA yourself, his write-up has a few good pointers for that, and of course features some real examples of it.
But well, after already getting that far, figured he might as well continue and add a cheat mode to teleport the car right inside that expected landing area and be done with second-guessing his attempts once and for all.
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His initial outcome was a mod that displays the launch and landing area as rectangles inside the game itself, which was a great help. Of course, being a proprietary game, he had to resort to reverse engineering and utilizing GTA’s vivid modding scene to do so.
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As an avid speedrunner (as in finishing a game in the shortest possible time), was looking for a way to increase the success rate for those stunt jumps, and decided to dig into the code to find out how to get there. There’s no telling how to actually succeed though, the game just tells you if you did or not afterwards, causing some degree of frustration. If you’re not familiar with the game, its vast open world map features a variety of side quests, one of them being stunt jumps, where certain locations allow you to launch the vehicle you’re driving into the air in hopes to land on an adjacent road or area - whether to evade the people chasing you, or just for fun. The stunt jumps seem a particular pesky nut to crack here, so made it his mission to shed some light on what qualifies as a successful jump by reverse engineering the system and writing both a mod for displaying the landing zone and a cheat to instant success.
But a game as varied and complex as GTA V isn’t without some quirks, especially if you’re going for 100% completeness. While the recent announcement of Grand Theft Auto V for the upcoming next-generation game consoles was a disappointment for those fervently waiting for a successor in the infamous video game series, it shows that after almost seven years of its initial release, the epic title is still going strong - and rightfully so.