BroRL: Scaling Reinforcement Learning via Broadened Exploration Paper • 2510.01180 • Published 20 days ago • 17
MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information Paper • 2510.03632 • Published 18 days ago • 39
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published 21 days ago • 46
Beyond the Exploration-Exploitation Trade-off: A Hidden State Approach for LLM Reasoning in RLVR Paper • 2509.23808 • Published 23 days ago • 47
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning Paper • 2504.12216 • Published Apr 16 • 3
Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward Paper • 2510.03222 • Published 18 days ago • 43
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published 4 days ago • 124