Hobbyists trained a Rocket League bot with machine learning algorithms to make the ultimate opponent. Now it's showing up in ranked matches.
I was skeptical when I came across a Reddit poster claiming they"for sure" encountered a cheater in ranked Rocket League. Uh huh, just like how everyone who kills me in Rainbow Six Siege is"for sure" aimbotting, right? Then I watched the video. Well friends, I regret to inform you that people are cheating in Rocket League.posted the clip
embedded above, which shows the cheater's perspective for part of a doubles match. I've been playing Rocket League for seven years and I have never seen a human being play like that at any rank.
algorithms. The basic idea is that, rather than scripting your bot's behavior by hand, you tell the system what outcomes are desirable—the ball moving closer to the opponent's goal, for example—and then run hours and hours of simulated Rocket League during which the bot gradually"learns" to achieve those desired outcomes.
Practically speaking, it's not nearly that simple:"Engineering reward functions is an art all to itself," according to one of RLGym's authors, Aech, who ranabout the cheating problem last week. The specific machine learning bot being used to cheat in Rocket League, Nexto, was created by the RLGym team and was"exceptionally hard to make," Aech said.
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