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vcmi
mirror of https://github.com/vcmi/vcmi.git
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vcmi
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AI
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MMAI
Ivan Savenko a01bfb4c1e Add hardcoded fallback to BattleAI to MMAI 2 weeks ago
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BAI a01bfb4c1e Add hardcoded fallback to BattleAI to MMAI 2 weeks ago
schema f52c35c84d Ensure fallback triggers on any MMAI error; remove risky Render() 2 months ago
test 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
.gitignore 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
CMakeLists.txt 64125d41d6 AI/MMAI/CMakeLists.txt: fix RPATH for unix 2 months ago
MMAI.h 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
README.md 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
StdInc.cpp 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
StdInc.h 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
common.h 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago
main.cpp 9d6ec17f48 MMAI: an ML-powered combat AI 2 months ago

README.md

Overview

A VCMI AI library which uses pre-trained models for commanding a hero's army in battle.

During gameplay, MMAI extracts various features from the battlefield, feeds it to a pre-trained model and executes an action based on the model's output.

MMAI is also essential during model training, where the collected data is sent to vcmi-gym (a Reinforcement Learning environment designed for VCMI).