Papers

• $\pi\mathbf{R}^2$: Reactive Real-time Flow Policies (2026)
  Sungjae Park et al.
  7.37
• SCOPE: Supply-Chain Operations through Coupled Policies for End-to-End Coordination (2026)
  Yunhao Liang et al.
  2.00
• SAGE: Stochastic Prompt Optimization via Agent-Guided Exploration (2026)
  Ziyi Zhu et al.
  1.94
• InfoPO: Information-Driven Policy Optimization for User-Centric Agents (2026)
  Fanqi Kong et al.
  1.94
• StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning (2026)
  Daoyu Wang et al.
  1.94
• MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning (2026)
  Yaolun Zhang et al.
  1.94
• APPO: Agentic Procedural Policy Optimization (2026)
  Xucong Wang et al.
  1.94
• ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving (2026)
  Huimin Wang et al.
  1.89
• Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration (2026)
  Bowei He et al.
  1.72