Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph Paper • 2511.00086 • Published 22 days ago • 41
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning Paper • 2510.06217 • Published Oct 7 • 63
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Paper • 2509.25760 • Published Sep 30 • 54
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance Paper • 2506.06444 • Published Jun 6 • 73
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning Paper • 2505.16421 • Published May 22 • 19