#GTA 5 MODELS LIST GENERATOR#
#GTA 5 MODELS LIST TRIAL#

In the video, Kinsley describes a test where the GAN split a police car in two when the main vehicle crashed into it head on. The GAN struggled with crashing into other vehicles. To begin with the car didn't understand boundaries and would drive through the barriers on the side of the road, but eventually the GAN figured out what to do if it hit the side of the road or wall.ДЄlong the way, however, not all tests were successful. The pair trained the GAN with 12 feeds of the highway from the game, and based on the data it learnt how the car moves and responds to controls. 'GTA 5 is also a bit of a throwback to a project we did a few years ago for doing self-driving in GTA 5, where I streamed the AI 24/7 on Twitch.' 'We wanted something challenging, and cool if it worked. There are some impressive details visible in the demo, such as the shadow underneath the car, accurate sunlight reflections in the rear window that change as the car moves around, and the mountain in the distance, which gets closer as the car nears. The playable demo consists of driving down a short highway stretch in GTA 5. We were just trying to do a lot of experimentation.' 'The very first attempt worked way better than we expected though,' Kinsley continued, 'so it was overall pretty exciting. In total, Kinsley and KukieЕ‚a had 30 upsampler models trained along with 15 GameGAN models before settling on a final one. In this case the source material being GTA 5.

#GTA 5 MODELS LIST GENERATOR#

Meanwhile, the discriminator will compare the output of the generator with the original dataset, and in the process train its counterpart to produce content close to the source material. The generator is trained on a sample dataset (the highway) and then told to produce content based on what it saw. GameGAN is a generative adversarial network created by Nvidia that learns to visibly imitate a desired game by ingesting screenplay and keyboard actions during training.Д®very GAN consists of two competing networks - a generator and a discriminator. We didn't have much knowledge, so we had a lot of learning to do, and still do.'

#GTA 5 MODELS LIST TRIAL#

'It was a lot of trial and error and just small tweaks and seeing if and how they improved. Neither of the two collaborators came in with much knowledge of GANs, Kinsley told Eurogamer.

Gta 5 models list