Papers

• InfoPO: Information-Driven Policy Optimization for User-Centric Agents (2026)
  Fanqi Kong et al.
  1.94
• ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning (2026)
  Juncheng Wu et al.
  1.94
• ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas (2026)
  Xiaoyu Tian et al.
  1.67
• AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence (2025)
  Yuliang Liu et al.
  1.28
• PrefPalette: Personalized Preference Modeling with Latent Attributes (2025)
  Shuyue Stella Li et al.
  1.28
• ReCode: Unify Plan and Action for Universal Granularity Control (2025)
  Zhaoyang Yu et al.
  1.28
• Learning Unmasking Policies for Diffusion Language Models (2025)
  Metod Jazbec et al.
  1.28
• Supervised Pretraining Can Learn In-Context Reinforcement Learning (2023)
  Jonathan N. Lee et al.
  —
• LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent (2023)
  Jianing Yang et al.
  —
• Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations (2023)
  Hakan Inan et al.
  —