A Minecraft Based Simulated Task Environment for Human AI Teaming
PROCEEDINGS OF THE 23RD ACM INTERNATIONAL CONFERENCE ON INTELLIGENT VIRTUAL AGENTS, IVA 2023(2023)
摘要
In this extended abstract we present the design, development, and evaluation of a Minecraft-based simulated task environment to conduct human and AI teaming research. With the deluge of AI-driven applications and their infiltration into many activities of daily living, it is becoming necessary to look at ways that humans and AI can work together. There is a tremendous research burden associated with accurately evaluating the best practices and tradeoffs when humans and AI have to collaborate together in completing critical tasks. Minecraft offers a low-cost alternative as an early investigating tool for researchers to build answers to emerging research questions before significantly investing in human-AI teaming activities in the real world. We demonstrate successfully via a simple rule-based AI, insights that could highly influence human-AI teaming activities can be derived to improve practical and viable development of protocols and procedures. Our findings indicate that simulated task environments play a critical role in furthering human AI teaming activities.
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关键词
Human-AI Teaming,Simulated Task Environments,Software Testbed
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