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we built an action model playing Magic like a human introducing ANA: a normal adversary - 5M parameters - runs on a CPU - 12ms per decision - predicts human pick 90% of the time games today. robots tomorrow. this is step one towards people-shaped policies & you can... show more

hugo

1,700 subscribers

20,581 Aufrufe • vor 3 Monaten •via X (Twitter)

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17 Kommentare

Profilbild von hugo

hugovor 3 Monaten

play with ANA: blog post: and if you want policies that act like humans: DMs are open

Profilbild von FutureTech

FutureTechvor 3 Monaten

If this training process can help game devs make smarter AI players/combatants in their games, it will be a hit. Some franchises like Total War suffer player churn from flawed AI, as well as performance issues when there are too many variables (Stellaris).

Profilbild von hugo

hugovor 3 Monaten

that's exactly the first kind of application we're targeting! it's both a real problem afflicting games and the perfect trial for this kind of model for us

Profilbild von FutureTech

FutureTechvor 3 Monaten

Yes! So many strategy and RPG games would be far better if NPCs and armies played their cards better, as a real player would, and not rely on cheese-able scripted logic that leans on cheating with stats/resources.

Profilbild von Aaliya

Aaliyavor 3 Monaten

This is a really cool project.

Profilbild von hugo

hugovor 3 Monaten

Thanks! We’re aiming to deploy a lot of these action models in the near future 😁

Profilbild von phil chacko

phil chackovor 3 Monaten

On CPU!!! This is cool!

Profilbild von Vojo

Vojovor 3 Monaten

@fdotinc im begging you. make a model that can play Total War games.

Profilbild von hugo

hugovor 3 Monaten

@fdotinc that would be sick! just need to find/make the right dataset for it

Profilbild von Vojo

Vojovor 3 Monaten

@fdotinc One way would be Total War games on youtube, other battle replays that game allows to save. Best would be to ask someone from gamecommunity like Turin on youtube. He has direct connection also to Creative Assembly producers of these games.

Profilbild von Glenn Sonna

Glenn Sonnavor 3 Monaten

Weights ? 🧐

Profilbild von hugo

hugovor 3 Monaten

just shared them!

Profilbild von Gio

Giovor 3 Monaten

@fdotinc did you escape prison?

Profilbild von hugo

hugovor 3 Monaten

@fdotinc plot twist, moving to SF was just going to Alcatraz

Profilbild von Cris Lenta

Cris Lentavor 3 Monaten

lfg

Profilbild von hugo

hugovor 3 Monaten

the end of lousy bots is near 🚀🚀

Profilbild von AI Mastery Guide

AI Mastery Guidevor 3 Monaten

90% prediction on just a CPU is genuinely impressive.

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