Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published 19 days ago • 146
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published 24 days ago • 40
Learning from the Self-future: On-policy Self-distillation for dLLMs Paper • 2606.18195 • Published 26 days ago • 76
VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning Paper • 2601.22069 • Published Jan 29 • 7
Language-based Trial and Error Falls Behind in the Era of Experience Paper • 2601.21754 • Published Jan 29 • 16
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 128
A-MemGuard: A Proactive Defense Framework for LLM-Based Agent Memory Paper • 2510.02373 • Published Sep 29, 2025 • 10
UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios Paper • 2509.21766 • Published Sep 26, 2025 • 24
Language Models Can Learn from Verbal Feedback Without Scalar Rewards Paper • 2509.22638 • Published Sep 26, 2025 • 70
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2, 2025 • 84
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22, 2025 • 457
Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping Paper • 2402.07610 • Published Feb 12, 2024 • 9