SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents Paper • 2509.06283 • Published Sep 8 • 17
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents Paper • 2506.11763 • Published Jun 13 • 70
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks Paper • 2509.01396 • Published Sep 1 • 56
DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL Paper • 2509.10446 • Published Sep 12 • 1
BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent Paper • 2508.06600 • Published Aug 8 • 39
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training Paper • 2508.00414 • Published Aug 1 • 91
Reinforcement Learning Foundations for Deep Research Systems: A Survey Paper • 2509.06733 • Published Sep 8 • 31
Language agents achieve superhuman synthesis of scientific knowledge Paper • 2409.13740 • Published Sep 10, 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Paper • 2407.20183 • Published Jul 29, 2024 • 43
Characterizing Deep Research: A Benchmark and Formal Definition Paper • 2508.04183 • Published Aug 6 • 4
MiroThinker-v0.2 Collection Better performance in multi-hop search and multilingual tasks. • 8 items • Updated Sep 9 • 3
Universal Deep Research: Bring Your Own Model and Strategy Paper • 2509.00244 • Published Aug 29 • 13