Towards General Agentic Intelligence via Environment Scaling Paper • 2509.13311 • Published Sep 16, 2025 • 72
Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation Paper • 2602.12125 • Published 8 days ago • 57
LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published 8 days ago • 34
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published 15 days ago • 319
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published 11 days ago • 26
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 126
Toward Efficient Agents: Memory, Tool learning, and Planning Paper • 2601.14192 • Published about 1 month ago • 54
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published Jan 15 • 26
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 36
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 36