BriefGPT.xyz
Feb, 2020
避免被格鲁怪兽吃掉: 文字冒险游戏智能体的探索策略
How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents
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Prithviraj Ammanabrolu, Ethan Tien, Zhaochen Luo, Mark O. Riedl
TL;DR
利用知识图谱方法增强自然语言交互式文本游戏探索策略，克服了强化学习在处理大规模操作空间时的效率问题，在 Zork1 中成功解决了先前困扰代理的瓶颈问题。
Abstract
text-based games
-- in which an agent interacts with the world through textual
natural language
-- present us with the problem of combinatorially-sized action-spaces. Most current
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