Poly-EPO: Training Exploratory Reasoning Models

ArXi:2604.17654v1 Announce Type: new Exploration is a cornerstone of learning from experience: it enables agents to find solutions to complex problems, generalize to novel ones, and scale performance with test-time compute. In this paper, we present a framework for post-