Knowledge-Enhanced Agents for Interactive Text Games

Revolutionizing Interactive Text Games with Knowledge-Enhanced AI Agents

Introduction:

Communication through natural language is crucial to machine intelligence [9]. The recent progress in computational language models (LMs) has enabled strong performance on tasks with limited interaction, like question-answering and procedural text understanding [10]. Recognizing that interactivity is an essential aspect of communication, the community has turned its attention towards training and evaluating agents in interactive fiction (IF) environments, like text-based games, which provide a unique testing ground for investigating the …

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