SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents
Paper
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2509.06283
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Published
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17
Deep Research
Papers, datasets and models on deep research agents
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Alibaba-NLP/Tongyi-DeepResearch-30B-A3B
Text Generation • 31B • Updated • 15.8k • 705 -
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Paper • 2506.11763 • Published • 70 -
Open Data Synthesis For Deep Research
Paper • 2509.00375 • Published • 68 -
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Paper • 2509.01396 • Published • 56 -
DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL
Paper • 2509.10446 • Published • 1 -
BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
Paper • 2508.06600 • Published • 39 -
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
Paper • 2508.00414 • Published • 91 -
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Paper • 2509.06733 • Published • 31 -
Deep Researcher with Test-Time Diffusion
Paper • 2507.16075 • Published • 64 -
Deep Research Agents: A Systematic Examination And Roadmap
Paper • 2506.18096 • Published • 3 -
Language agents achieve superhuman synthesis of scientific knowledge
Paper • 2409.13740 • Published -
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
Paper • 2407.20183 • Published • 43 -
Benchmarking Deep Search over Heterogeneous Enterprise Data
Paper • 2506.23139 • Published -
Characterizing Deep Research: A Benchmark and Formal Definition
Paper • 2508.04183 • Published • 4 -
Lk123/InfoSeek
Preview • Updated • 237 • 44 -
Universal Deep Research: Bring Your Own Model and Strategy
Paper • 2509.00244 • Published • 13