Polaris: A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy Repair

Aditya Kakade, Vivek Srivastava, Shirish Karande

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, Gödel agent for…