Test-Time Selection and Curriculum Learning for RL Fine-Tuned Language Models on Countdown Reasoning

TL;DR

This project explores the Countdown arithmetic reasoning task: given a set of numbers, produce an arithmetic expression that evaluates to a target value on the Qwen 2.5-0.5B base model and proposes two complementary extensions targeting these failure modes.