Pass@K Policy Optimization: Solving Harder Reinforcement Learning Problems

Christian Walder, Deep Karkhanis

Reinforcement Learning (RL) algorithms sample multiple n>1 solution attempts for each problem and reward them independently. This optimizes for pass@1 performance and prioritizes t…