AINeutralarXiv – CS AI · 18h ago6/10
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A Survey on Large Language Model-Based Game Agents
A comprehensive survey examines Large Language Model-based game agents (LLMGAs) as testbeds for artificial general intelligence capabilities. The research synthesizes LLM game agent design through a unified architecture covering memory, reasoning, and perception-action interfaces at single-agent levels, plus communication protocols and organizational models for multi-agent coordination across six major game genres.