#Quake 3 professional#

In contrast, Quake is a game of incomplete information. This is a situation that is easier for AI to handle, especially when it can scales with the availability of extra compute resources. Also, boardgames have limited sets of actions at each given state. The AI can see the entire board at once and doesn’t need to guess about the location of opponents. When viewed from the perspective of available AI technologies, the challenges become very different.Ĭhess and Go are games of complete information. However, all that I just mentioned is in human intelligence terms. When playing in multiplayer and CTF, teamwork and planning become more important, but the complexity is still not comparable to a game like Go. That’s one of the reasons you see many more people playing FPS than board games. In contrast, in Quake III, quick reflexes, grabbing the right weapons and powerups and precision aiming play a greater role. They require a lot of thinking, careful planning and strategizing, and foresight. In a way, boardgames such as chess and Go are much more complicated than first-person shooters like Quake III. Why it’s hard for AI to play first-person shooter games

And videos posted online show that “For the Win,” DeepMind’s AI agent, is displaying interesting gameplay and technological innovation.

#Quake 3 professional#

A while later, OpenAI’s team of five neural networks outmatched professional Dota 2 players.īut every video game presents new challenges for AI to overcome.

Earlier this year DeepMind introduced another AI that had defeated human champions in the real-time strategy game StarCraft II. We’re at a time where AI playing complex video games is becoming all too common. An AI that would want to compete with humans at Quake III CTF would have to be able to do fast-paced teamwork and planning, two unique traits of human intelligence. On Thursday, in a paper published in Science, Alphabet-owned AI research lab DeepMind introduced an artificial intelligence program that can play the first-person shooter game Quake III Arena in Capture the Flag mode with human-level performance.ĬTF is a multiplayer mode found in most FPS games, in which players team up to guard their flag against enemies while trying to capture the enemy’s team flag and bring it back to their base.