EpiAgent: Epistemic Self-Play for LLM Agents
The proposed EpiAgent is a framework that equips LLM-based agents with an explicit, learnable epistemic layer, which maintains beliefs over others' private information and combines these beliefs with the agent's available information into an epistemic state for action selection.
Xuan-Fa Jin, Xin-Yu Cui, Zhi-Jian Ma et al.
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