MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching Paper • 2601.10712 • Published 18 days ago • 24
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published 18 days ago • 26
OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG Paper • 2601.09028 • Published 20 days ago • 33
MemoBrain: Executive Memory as an Agentic Brain for Reasoning Paper • 2601.08079 • Published 21 days ago • 37
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published 22 days ago • 16
TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning Paper • 2601.04698 • Published 25 days ago • 10
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published 24 days ago • 36
NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos Paper • 2601.00393 • Published Jan 1 • 130
ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use Paper • 2510.27363 • Published Oct 31, 2025 • 23
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning Paper • 2510.23473 • Published Oct 27, 2025 • 85
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 101
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Paper • 2510.17354 • Published Oct 20, 2025 • 35
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning Paper • 2510.02240 • Published Oct 2, 2025 • 18
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning Paper • 2509.23285 • Published Sep 27, 2025 • 14