ProgAgent: Learning Tool Orchestration through Programmatic Training Paper • 2610.14774 • Published 21 days ago • 16
Inducing Process Supervision from Outcome-Only Reinforcement Learning Paper • 2609.36641 • Published Sep 29 • 23
GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning Paper • 2608.02585 • Published Aug 3 • 24
AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents Paper • 2603.14465 • Published Mar 15 • 23
\$OneMillion-Bench: How Far are Language Agents from Human Experts? Paper • 2603.07980 • Published Mar 9 • 27
DARC: Decoupled Asymmetric Reasoning Curriculum for LLM Evolution Paper • 2601.13761 • Published Jan 20 • 16
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published Dec 8, 2025 • 80
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published Dec 8, 2025 • 80