Agent World Model in the Wild: Computer-Use Agent Environment Synthesis
Paper • 2610.26828 • Published • 94
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HybridResearcher: Bridging the Structured-Unstructured Boundary for Deep Research Agents
Plans Don't Persist: Why Context Management Is Load Bearing for LLM Agents
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HanNight
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ChilleD
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Adapting Web Agents with Synthetic Supervision
Paper • 2511.06101 • Published • 7
Efficient Long CoT Reasoning in Small Language Models
Paper • 2505.18440 • Published
Reliable and Responsible Foundation Models: A Comprehensive Survey
Paper • 2602.08145 • Published • 8
WebXSkill: Skill Learning for Autonomous Web Agents
Paper • 2604.13318 • Published • 1
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
Paper • 2605.06638 • Published • 16
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL
Paper • 2602.22190 • Published • 17
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning
Paper • 2602.10090 • Published • 53
AutoEnvScaling: Automating the Data Flywheel with Terminal Agents
Paper • 2610.14163 • Published • 12
Provable and Practical In-Context Policy Optimization for Self-Improvement
Paper • 2603.01335 • Published • 5
MidTool: Mid-training Data Synthesis for Agentic Tool Use
Paper • 2608.20314 • Published
TrustRAG: Enhancing Robustness and Trustworthiness in Retrieval-Augmented Generation
Paper • 2501.00879 • Published
xia01ongLi
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