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Apr, 2020
MARLeME: 多智能体强化学习模型提取库
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library
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Dmitry Kazhdan, Zohreh Shams, Pietro Liò
TL;DR
本文介绍了MARLeME库：一种MARL模型提取库，旨在通过近似符号模型来提高MARL系统的可解释性。符号模型具有高度的可解释性，可检查和更好地理解底层MARL系统和相应的MARL代理，以及替换特别安全和安全关键的所有/一些代理。
Abstract
multi-agent reinforcement learning
(
marl
) encompasses a powerful class of methodologies that have been applied in a wide range of fields. An effective way to further empower these methodologies is to develop libr
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