一作ACL 2026Findings· Findings of ACL
POLARIS : A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy Repair
Aditya Namdev Kakade · Vivek Srivastava · Shirish Subhash Karande
摘要
Gödel agent realize recursive self-improvement: an agent inspects its own policy and traces and then modifies that policy in a tested loop. We introduce Polaris, a Gödel agent for compact models that performs policy repair via experience abstraction, turning failures into policy updates through a...