Yonsei ICL Paper Reviews Logo

Mathematical Reasoning

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
26 March 2026

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
COLM'25

๐Ÿ’กMathematical Reasoning Task ๋ฅผ ํ•  ๋•Œ, RL์„ ๊ฐ„์ ‘์ ์œผ๋กœ ๊ตฌํ˜„ํ•˜์—ฌ ๊ฐ„๋‹จํ•˜๊ฒŒ ํ’€์–ด๋ณด์ž.(= ๊ฐ•ํ™”ํ•™์Šต ํ˜•ํƒœ๋กœ ์ˆ˜ํ•™๋ฌธ์ œ๋ฅผ ํšจ๊ณผ์ ์œผ๋กœ ํ’€์–ด๋ณด์ž !)

CoT Mathematical Reasoning RL research