SSL: Sweet Spot Learning for Differentiated Guidance in Agentic Optimization Paper • 2601.22491 • Published 10 days ago • 12
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning Paper • 2601.20209 • Published 12 days ago • 22
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published Jan 7 • 42