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dearaj23 's Collections
Agent Benchmark
memory
RL
deep research
multi-agent
LLM
CoT
survey

deep research

updated Oct 20, 2025
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  • Scaling Agents via Continual Pre-training

    Paper • 2509.13310 • Published Sep 16, 2025 • 118

  • WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

    Paper • 2509.13305 • Published Sep 16, 2025 • 93

  • In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

    Paper • 2510.05592 • Published Oct 7, 2025 • 112

  • Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents

    Paper • 2510.14438 • Published Oct 16, 2025 • 14
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