HERO'S JOURNEY: Testing Complex Rule Induction with Text Games 事件

PRODUCT_LAUNCH2026-06-02影响: MEDIUM

HERO'S JOURNEY: Testing Complex Rule Induction with Text Games arXiv:2606.02556v1 Announce Type: new Abstract: We introduce HERO'S JOURNEY, a benchmark for rule induction in goal-directed episodic tasks, where agents must infer hidden rules from demonstrations and act on them through multi-step execution. HERO'S JOURNEY covers eight tasks across attribute and procedural induction families, each with four structural rule forms, controllable lexical grounding, and identifiability conditions. Eval