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Guru3D.com » News » EA tests self-learning AI agents in Battlefield 1

EA tests self-learning AI agents in Battlefield 1

by Hilbert Hagedoorn on: 03/23/2018 08:10 AM | source: | 19 comment(s)
EA tests self-learning AI agents in Battlefield 1

EA tests the use of virtual players who in Battlefield 1 teach themselves the basic skills virtually from scratch by using artificial intelligence. 

In this blog post, Magnus Nordin from SEED details how his team, inspired by Google’s work with old Atari games, wondered “how much effort it would take to have a self-learning agent learn to play a modern and more complex first person AAA game like Battlefield”. The AI-controlled troops in the game learned how to play after watching human players, then parallel training against other bots. The AI soldiers even learned how to pick up ammo or health when they're running low, much like you or I do.

 

 

The results are an 'agen'” that, while inferior to human players, “is pretty proficient at the basic Battlefield gameplay”. The agent changes behaviour if it’s low on health or ammo, and while more complex behaviours like knowing the details of each map are beyond it (at the moment), EA has found that “while the human players outperformed the agents, it wasn’t a complete blowout by any stretch.”

Nordin noted that AI agents can hold their own against humans when they're pitted against live players in a simple game mode that's been restricted to handguns. The next step, says Nordin, will be training the network to deal with more complex strategies "like teamwork, knowing the map and being familiar with individual classes and equipment." While the agents still get confused or stuck in behavior loops, EA sees promise here for the future of neural networks and machine learning in games.







« Old Tomb Raider Remasters Cancelled due to licensing problems · EA tests self-learning AI agents in Battlefield 1 · Mushkin Launches 120GB, 250GB, 500GB and 1TB Source SSD Product Line »

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cryohellinc
Senior Member



Posts: 3352
Joined: 2014-10-20

#5530779 Posted on: 03/23/2018 08:22 AM
Next step they will teach them how to go to work and earn money. And then Micro transaction the HELL out of them.

fantaskarsef
Senior Member



Posts: 12056
Joined: 2014-07-21

#5530786 Posted on: 03/23/2018 08:44 AM
So EA is making bots now to farm their own lootbox games and sell what they get for additional $? :D

droopy_ro
Senior Member



Posts: 106
Joined: 2018-01-13

#5530818 Posted on: 03/23/2018 11:25 AM
They had bots in Battlefield 2. Now they need AI to do the same thing ?

lucidus
Senior Member



Posts: 11860
Joined: 2011-12-31

#5530822 Posted on: 03/23/2018 12:09 PM
So EA is making bots now to farm their own lootbox games and sell what they get for additional $? :D


Kinda like dungeon keeper then. Pay more to make 'em go faster :P

KissSh0t
Senior Member



Posts: 8524
Joined: 2011-10-22

#5530823 Posted on: 03/23/2018 12:09 PM
They had bots in Battlefield 2. Now they need AI to do the same thing ?


I wonder if they are using this to train a "tactically" smart AI to implement into a future Battlefield game, as you say, previous games did have bots, but they were kind of stupid...

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