ChatGPT Helps Deadlock Dev Tackle Matchmaking Code

Deadlock's New Matchmaking Found Using ChatGPTDeadlock's MMR Matchmaking Criticized by Fans

The new matchmaking algorithm used for Valve's upcoming MOBA-hero shooter game, Deadlock, was discovered through ChatGPT—the generative AI chatbot developed by OpenAI—as revealed by Valve engineer Fletcher Dunn through a recent series of posts on Twitter (X). "A few days ago we switched Deadlock's matchmaking hero selection to the Hungarian algorithm. I found it using ChatGPT," Dunn shared along with screenshots of his conversation with the chatbot, wherein ChatGPT recommended an algorithm, called the Hungarian algorithm, to use for Deadlock.

A quick search on the Deadlock reddit will land you on players' negative criticism of the game's past MMR matchmaking system. "I have noticed that the more games I've been playing, naturally I get harder games with better enemies. But I never had better/ equally skilled teammates," one player shared, with other players expressing their own disappointments over the matchmaking. Another wrote, " I know it's alpha but at the very least looking at how many games people have played would be nice, it felt both games like every one on my team was in their first/second game vs people who actually know what they are doing. Feels pretty bad."

"ChatGPT has achieved an important milestone in its level of usefulness for me: I have a tab in chrome that is reserved for it, always open," Dunn shared in a separate tweet (xeet). The Valve engineer does not shy away from making use of the utility that ChatGPT has offered him, expressing more recently that he's "gonna keep posting my ChatGPT wins, because this thing keeps blowing my mind, and I think there are some skeptics who don't get how amazing this tool is."

While Dunn celebrated this milestone he had achieved, he also acknowledged that the ease and speed that comes with using generative AI come with both bad and good. "I am kindof conflicted because it is often replacing asking the question to another human IRL, or at least tweeting it out to the virtual braintrust.I guess this is good (the whole point?), but it's just another way for computers to replace human interaction," he shared. Meanwhile, one social media user shared their thoughts in reply, saying, "I think the skepticism comes from the narrative some corporate people trying to push AI is going to replace programmers."

Algorithms help sort sets of data based on a set of parameters, rules, instructions, and/or conditions. This is most commonly illustrated when you look something up on Google, and the search engine returns pages of search results based on what you've typed out in the search box. The way this algorithm could work in a gaming situation, wherein there are maybe at least two parties involved (for example, A and B), is that it only takes into account A's preferences and helps A match with the most suited teammates and/or against enemies. As with Dunn, he had asked ChatGPT to find the most suitable algorithm "where only one side has any preferences," that can solve certain problems, and find the most optimal or suiting "match" in a bipartite—meaning, involving two parties—matching setup.

Meanwhile, we over here at Game8 think that Valve is cooking up something amazing with the upcoming release of Deadlock. You can read more about our thoughts on the game and experience with its playtest in the article at the link below!