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Jan, 2023
竞争生存环境下的多智能体相互作用
Multi-Agent Interplay in a Competitive Survival Environment
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Andrea Fanti
TL;DR
本研究采用多智能体相互作用的方法,开发了一个可扩展的具有现实物理和人类相关语义的竞争环境,旨在解决强探索环境中的问题,并进行了多项实验以获得简单的新兴策略和未来改进的具体方向。
Abstract
Solving hard-exploration environments in an important challenge in
reinforcement learning
. Several approaches have been proposed and studied, such as
intrinsic motivation
, co-evolution of agents and tasks, and mu
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