Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling Paper • 2606.03102 • Published Jun 2 • 15
StatEval: A Comprehensive Benchmark for Large Language Models in Statistics Paper • 2510.09517 • Published Oct 10, 2025 • 8
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models Paper • 2509.09675 • Published Sep 11, 2025 • 28
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Paper • 2509.07980 • Published Sep 9, 2025 • 106
