DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 19 days ago • 89
GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces Paper • 2604.04017 • Published Apr 5 • 9
RedAct: Redacting Agent Capability Traces for Procedural Skill Protection Paper • 2606.10813 • Published Jun 10 • 25
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Paper • 2605.10832 • Published May 11 • 23
AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints Paper • 2606.05622 • Published Jun 4 • 44
XSkill: Continual Learning from Experience and Skills in Multimodal Agents Paper • 2603.12056 • Published 26 days ago • 34
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios Paper • 2602.23166 • Published Feb 26 • 45
Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind Paper • 2601.15715 • Published Jan 22 • 14
Scaling Environments for LLM Agents in the Era of Learning from Interaction: A Survey Paper • 2511.09586 • Published Nov 12, 2025 • 2