THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning Paper • 2509.13761 • Published Sep 17 • 16
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published Sep 30 • 47
Reactive Transformer (RxT) -- Stateful Real-Time Processing for Event-Driven Reactive Language Models Paper • 2510.03561 • Published Oct 3 • 24
Meta-Awareness Enhances Reasoning Models: Self-Alignment Reinforcement Learning Paper • 2510.03259 • Published Sep 26 • 57
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution Paper • 2510.08697 • Published Oct 9 • 35