# EpiAgent: Epistemic Self-Play for LLM Agents

Source: https://arxiv.org/abs/2610.40227
Published: 2026-10-29
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Epistemic game theory explains an agent's strategic behavior via the beliefs it holds about others and how these beliefs are updated as the interactions unfold.

## Review question

Compare accepted end-to-end outcomes, tool permissions, intervention rate, recovery behavior and total cost on the same workload. A polished demo does not establish unattended reliability.

No independent proof check or claim of peer review.