Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:05.825645Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 41 inbound Pith citation observations for arXiv:2505.22648.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:05.825645Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:26:56.960098Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
73 of 73 outbound references displayed
External citation measurements
2
pith, observed 2026-08-05T02:28:24.338817Z
Observation f8d568ce-ae46-4c0a-aed5-e66671f677bb · outbound
WebDancer: Towards Autonomous Information Seeking Agency write newline
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 382d04ec-3381-4951-87e8-320abfee75a2 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Deep research system card, 2025 a
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 37fe22e5-f4f5-4f78-9765-340954078ce1 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Grok 3 beta — the age of reasoning agents, 2025
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a078472-a785-4ce2-8e51-1ce3ae9a89af · outbound
WebDancer: Towards Autonomous Information Seeking Agency WebWalker: Benchmarking LLMs in Web Traversal
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9915ce69-54d7-4c96-9b37-27685d8b43c2 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Webthinker: Empowering large reasoning models with deep research capability, 2025 a
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ff2bac49-de2a-4f32-8cf9-5ebc19b35708 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Search-o1: Agentic Search-Enhanced Large Reasoning Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e367822e-dc8d-4eee-9ebd-df55e66d0c9a · outbound
WebDancer: Towards Autonomous Information Seeking Agency ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98ee34ba-55e2-4fb3-837c-2eda5145e58f · outbound
WebDancer: Towards Autonomous Information Seeking Agency R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b056d949-544a-4fce-a1c3-f6bc1f39c29e · outbound
WebDancer: Towards Autonomous Information Seeking Agency Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50258864-6235-44e6-8af3-0c6108a023b5 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Simpledeepsearcher: Deep information seeking via web-powered reasoning trajectory synthesis
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ff022502-11f1-4f3d-b46b-120bf26a6d41 · outbound
WebDancer: Towards Autonomous Information Seeking Agency DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 390db571-2ad7-4dba-92de-d2c624053e6e · outbound
WebDancer: Towards Autonomous Information Seeking Agency React: Synergizing reasoning and acting in language models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62aa6e68-5b27-4220-9eb3-07fcd164048e · outbound
WebDancer: Towards Autonomous Information Seeking Agency Gaia: a benchmark for general ai assistants
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3effb8c8-dcb4-4586-897e-25ba119dd69f · outbound
WebDancer: Towards Autonomous Information Seeking Agency Browsecomp: A simple yet challenging benchmark for browsing agents
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a000de90-8595-4cf3-86c4-e1e11cf422e2 · outbound
WebDancer: Towards Autonomous Information Seeking Agency SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fe53b86-e25a-46c0-b98a-077ef4f289a5 · outbound
WebDancer: Towards Autonomous Information Seeking Agency TTRL: Test-Time Reinforcement Learning
Reference 16
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Unavailable: canonical work link unavailable.
Observation 820e3921-aa3e-4902-b365-a3e0e076264f · outbound
WebDancer: Towards Autonomous Information Seeking Agency DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33bf8a31-5ff5-4f51-9060-55b8ed4f19f8 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Mintaka: A complex, natural, and multilingual dataset for end-to-end question answering
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec90153f-738e-4ec9-8c15-9841d6b18fa4 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Language models are few-shot learners
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed1ae12a-c7ab-41a4-b55b-9423f10e836b · outbound
WebDancer: Towards Autonomous Information Seeking Agency BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dfd91b4-a2b4-4671-908d-77be1033f587 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Introducing simpleqa, 2025 b
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b07e172d-ff0a-4afd-aa50-b57fd317ed6d · outbound
WebDancer: Towards Autonomous Information Seeking Agency Chain-of-thought prompting elicits reasoning in large language models
Reference 22
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Unavailable: canonical work link unavailable.
Observation 34004d64-1731-4d15-8987-9d9d92763634 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Agent models: Internalizing Chain-of-Action Generation into Reasoning models
Reference 23
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Unavailable: canonical work link unavailable.
Observation 7387e269-f360-4561-a7fc-aeedf26504ac · outbound
WebDancer: Towards Autonomous Information Seeking Agency Agent rl scaling law: Agent rl with spontaneous code execution for mathematical problem solving, 2025
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cd6c6b2-2f42-45dd-b4b8-418b0e0895dd · outbound
WebDancer: Towards Autonomous Information Seeking Agency Qwq-32b: Embracing the power of reinforcement learning, 2025 b
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f2488c8d-a296-4f29-9554-1f41881f20e9 · outbound
WebDancer: Towards Autonomous Information Seeking Agency DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3de72f0a-1b06-41df-99f4-0dd164f7c077 · outbound
WebDancer: Towards Autonomous Information Seeking Agency A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0489ece-1f19-4a99-9546-1abd63dc5cb5 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Humanity's Last Exam
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05a885bf-085a-4741-89e4-742cb11aae9e · outbound
WebDancer: Towards Autonomous Information Seeking Agency FireAct: Toward Language Agent Fine-tuning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 426d76a5-1199-4889-a3fb-0e9c2a936848 · outbound
WebDancer: Towards Autonomous Information Seeking Agency 100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1404a08-550c-4bef-88ba-dc02c5b91478 · outbound
WebDancer: Towards Autonomous Information Seeking Agency LLM Post-Training: A Deep Dive into Reasoning Large Language Models
Reference 31
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Unavailable: canonical work link unavailable.
Observation c2f54ddd-04a7-44a1-acca-2e0b343ffaa0 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Reasoning beyond limits: Advances and open problems for llms
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db12f1b6-a332-4c1f-ab4a-6aad545cd67b · outbound
WebDancer: Towards Autonomous Information Seeking Agency Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9befb21f-e1f7-4b72-b452-5f9c2a0ffa13 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Seed-thinking-v1
Reference 34
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Unavailable: canonical work link unavailable.
Observation 8e894e89-aaa8-40d4-a55e-a065552fb817 · outbound
WebDancer: Towards Autonomous Information Seeking Agency A Unified Pairwise Framework for RLHF: Bridging Generative Reward Modeling and Policy Optimization
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 683ce7b7-1ec2-4dcf-9f87-7f1c31841609 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Inference-time scaling for generalist reward modeling
Reference 36
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Unavailable: canonical work link unavailable.
Observation f1d4bc83-aa1d-4ef2-92da-3a6765b83014 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d1d3468-3a01-46f2-ab4b-598ff3905225 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Andrew Bagnell
Reference 38
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Unavailable: canonical work link unavailable.
Observation 29d3063f-7785-4bad-bc40-d4c2b208edc6 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Group-in-Group Policy Optimization for LLM Agent Training
Reference 39
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Unavailable: canonical work link unavailable.
Observation 09598273-5280-42df-a3df-46f108c56d45 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Webagent-r1: Training web agents via end-to-end multi-turn reinforcement learning, 2025 a
Reference 40
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Unavailable: canonical work link unavailable.
Observation fb7ec172-cb7b-4de7-b7d7-f1ff79948c2d · outbound
WebDancer: Towards Autonomous Information Seeking Agency ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
Reference 41
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Unavailable: canonical work link unavailable.
Observation b223d237-71f5-46d8-9604-c6f325bd517f · outbound
WebDancer: Towards Autonomous Information Seeking Agency Small models struggle to learn from strong reasoners
Reference 42
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Unavailable: canonical work link unavailable.
Observation 9c394266-cf96-4a0d-b97c-0b3f09c76de3 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Towards widening the distillation bottleneck for reasoning models, 2025
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cfea8b20-49ac-4482-9fa8-f0a24e71a682 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Omnithink: Expanding knowledge boundaries in machine writing through thinking
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5922067-e435-4076-8065-c1f09325d1ee · outbound
WebDancer: Towards Autonomous Information Seeking Agency Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36d9c9fb-a405-4c4c-acf1-63ea8512166f · outbound
WebDancer: Towards Autonomous Information Seeking Agency Symbolic Learning Enables Self-Evolving Agents
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5845360-9ec6-41c0-b41d-5d4a77b4bd63 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Agents: An Open-source Framework for Autonomous Language Agents
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86d78663-1a76-4cbe-ac17-628076eab81d · outbound
WebDancer: Towards Autonomous Information Seeking Agency Autoact: Automatic agent learning from scratch for qa via self-planning
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7dcd458e-1732-42ea-a34e-4465467074d6 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Agenttuning: Enabling generalized agent abilities for llms
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b6a82c6-ebb2-4d94-a76b-63f352695a06 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Agent-flan: Designing data and methods of effective agent tuning for large language models
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6fc74151-5eff-4081-a180-57d2aad2b823 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae2efee1-4910-42b4-8ed5-d4c646fb20da · outbound
WebDancer: Towards Autonomous Information Seeking Agency ToolRL: Reward is All Tool Learning Needs
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 488f43eb-1c00-40da-812c-07e0c836561d · outbound
WebDancer: Towards Autonomous Information Seeking Agency StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning
Reference 53
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Unavailable: canonical work link unavailable.
Observation 4ca596bf-03d8-4243-a056-c1d6e952c666 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f75f80cf-6d2d-4f43-9e8b-77dd7c609ce3 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Gonzalez, and Ion Stoica
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b8a5994-d3b0-4637-b79b-efdd04762b0b · outbound
WebDancer: Towards Autonomous Information Seeking Agency API Agents vs. GUI Agents: Divergence and Convergence
Reference 56
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Unavailable: canonical work link unavailable.
Observation 9fe3b9e6-96ed-4f07-827e-87dc5219e628 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Assisting in writing wikipedia-like articles from scratch with large language models
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e657de81-cdc6-4e85-b9a9-744b767f0e82 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Qwen3 Technical Report
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3dce6d3-837e-4e92-895e-f72c5fee07e4 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Direct preference optimization: Your language model is secretly a reward model
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d65c987b-4266-4fa4-b131-8a0f52d078fe · outbound
WebDancer: Towards Autonomous Information Seeking Agency Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation, 2025
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 41447d7c-6d75-4563-b41e-ee3fe3490545 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Camel: Communicative agents for "mind" exploration of large language model society
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57949fce-af3c-4042-8191-881772021c7e · outbound
WebDancer: Towards Autonomous Information Seeking Agency Openmanus: An open-source framework for building general ai agents, 2025
Reference 62
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Unavailable: canonical work link unavailable.
Observation 72e23d31-bb1c-4ee0-a77b-155ff4e9f133 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Meet claude, 2025
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22873573-f1d4-4fda-98fc-42acf0b86c05 · outbound
WebDancer: Towards Autonomous Information Seeking Agency MuSiQue: Multihop Questions via Single-hop Question Composition
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b64a7ff7-47dd-4fad-ad69-b541b6b37901 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Smith, and Mike Lewis
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a005871-ded2-4c7e-9bbc-5f927f7bd5f3 · outbound
WebDancer: Towards Autonomous Information Seeking Agency When not to trust language models: Investigating effectiveness of parametric and non-parametric memories, 2022
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 34e9275a-2a5e-4599-a125-4aa3579187e3 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 907afced-e943-4859-8c16-27c3a6c77250 · outbound
WebDancer: Towards Autonomous Information Seeking Agency HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8199fc44-0643-4a1c-a0e0-4447c3abf24f · outbound
WebDancer: Towards Autonomous Information Seeking Agency Qwen2.5 Technical Report
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 151a4caa-0971-4d23-8136-f2beb2ff95ba · outbound
WebDancer: Towards Autonomous Information Seeking Agency Gpt-4 system card, 2022
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation feb5be03-6777-4e4b-8235-e0dd31cef140 · outbound
WebDancer: Towards Autonomous Information Seeking Agency HybridFlow: A Flexible and Efficient RLHF Framework
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e55a45b3-fb37-4e59-b735-24fe7ea07497 · outbound
WebDancer: Towards Autonomous Information Seeking Agency Gonzalez, Hao Zhang, and Ion Stoica
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61070950-d5a9-4f66-b3e1-1cc4163fe0a0 · outbound
WebDancer: Towards Autonomous Information Seeking Agency write newline
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60bac806-d70e-4bf6-973e-e1018d9d2ba5 · inbound
Deep Research Agents: A Systematic Examination And Roadmap WebDancer: Towards Autonomous Information Seeking Agency
Reference 123
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Observation d41b6370-029a-4e2c-9337-21c672dca542 · inbound
WebSailor: Navigating Super-human Reasoning for Web Agent WebDancer: Towards Autonomous Information Seeking Agency
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db155de4-5c38-43a4-973a-81b2d1342f6f · inbound
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam? WebDancer: Towards Autonomous Information Seeking Agency
Reference 1995
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Unavailable: canonical work link unavailable.
Observation 56369d0e-e182-47b1-837b-429fe542c79e · inbound
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization WebDancer: Towards Autonomous Information Seeking Agency
Reference 12
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Unavailable: canonical work link unavailable.
Observation 3e47c703-93d9-4b71-b4dd-36032489f028 · inbound
MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning WebDancer: Towards Autonomous Information Seeking Agency
Reference 30
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Unavailable: canonical work link unavailable.
Observation e5141165-c921-4a66-8436-6ff4afbefcc0 · inbound
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL WebDancer: Towards Autonomous Information Seeking Agency
Reference 65
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Unavailable: canonical work link unavailable.
Observation cd686d36-58bd-44a3-a292-26692d62add7 · inbound
Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning WebDancer: Towards Autonomous Information Seeking Agency
Reference 40
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Unavailable: canonical work link unavailable.
Observation c72e1ce8-6990-4c5b-a52c-768cbeea65cd · inbound
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey WebDancer: Towards Autonomous Information Seeking Agency
Reference 114
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cbeea76-2848-4078-94a0-17038199ad9b · inbound
MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning WebDancer: Towards Autonomous Information Seeking Agency
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fce44f7a-14b2-42e2-aad8-36f767442317 · inbound
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling WebDancer: Towards Autonomous Information Seeking Agency
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8552e89a-b1d7-4757-9c9e-8c6bce7f1b41 · inbound
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning WebDancer: Towards Autonomous Information Seeking Agency
Reference 46
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Unavailable: canonical work link unavailable.
Observation ba891453-dd17-4b87-9c4a-b9366080617b · inbound
Evaluating the Search Agent in a Parallel World WebDancer: Towards Autonomous Information Seeking Agency
Reference 25
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a0e1a78-836f-4800-99ae-b94a92b4af3a · inbound
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Reference 44
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Reference 52
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Reference 42
Source-reported events for the cited work
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Observation 1f5db6aa-dd7c-4772-84be-775b963e3483 · inbound
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Reference 40
Source-reported events for the cited work
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Observation d99191de-949b-4535-b09f-c41a927587fc · inbound
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Reference 105
Source-reported events for the cited work
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Reference 28
Source-reported events for the cited work
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Observation 0766f0c3-a8d3-4b55-8136-ea340fae67e0 · inbound
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Reference 46
Source-reported events for the cited work
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PiCA: Pivot-Based Credit Assignment for Search Agentic Reinforcement Learning WebDancer: Towards Autonomous Information Seeking Agency
Reference 42
Source-reported events for the cited work
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Observation 45f8dd8f-338c-41e7-8655-3ace8ad76eb9 · inbound
PiCA: Pivot-Based Credit Assignment for Search Agentic Reinforcement Learning WebDancer: Towards Autonomous Information Seeking Agency
Reference 42
Source-reported events for the cited work
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Reference 25
Source-reported events for the cited work
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Reference 70
Source-reported events for the cited work
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Reference 104
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning WebDancer: Towards Autonomous Information Seeking Agency
Reference 59
Source-reported events for the cited work
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Reference 32
Source-reported events for the cited work
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Observation 7b02dcca-b0a2-4f0a-8ed2-012566e937b5 · inbound
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Reference 12
Source-reported events for the cited work
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Observation 4fd56797-b452-4c03-91ac-c692b3ba82d1 · inbound
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking WebDancer: Towards Autonomous Information Seeking Agency
Reference 6
Source-reported events for the cited work
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Observation c19194ca-6c64-4408-b54a-7a0fb423b165 · inbound
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement WebDancer: Towards Autonomous Information Seeking Agency
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4d045f32-4ff9-4b3f-86cc-1072348a3461 · inbound
GraphPO: Graph-based Policy Optimization for Reasoning Models WebDancer: Towards Autonomous Information Seeking Agency
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 121804f5-a788-4537-89a1-3af1b118b299 · inbound
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Reference 29
Source-reported events for the cited work
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Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5f4314a-1061-4986-b8d9-c46a4256b682 · inbound
When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems WebDancer: Towards Autonomous Information Seeking Agency
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89af5c0f-afed-44dd-9301-55c5a4261637 · inbound
When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems WebDancer: Towards Autonomous Information Seeking Agency
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5105af75-7e87-46d1-9b06-3f71130605b1 · inbound
SearchEyes: Towards Frontier Multimodal Deep Search Intelligence via Search World Simulation WebDancer: Towards Autonomous Information Seeking Agency
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f876bd42-1726-401d-b7e4-1736d07dd297 · inbound
Entropy Pacing Policy Optimization for Multi-Task Agentic Reinforcement Learning WebDancer: Towards Autonomous Information Seeking Agency
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e9d84fb-bc79-49c7-8494-a4803e013db4 · inbound
ToolAnchor: Anchoring Counterfactual Context to Boost Agentic Tool-use Capability WebDancer: Towards Autonomous Information Seeking Agency
Reference 30
Source-reported events for the cited work
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Observation 6c0496fa-01bb-4c21-8b8d-35eb7d750d84 · inbound
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Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39b823c0-e97b-4377-89f2-e2b6287f8d13 · inbound
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Reference 118
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10978142-90b9-479d-b748-93a4baabba7c · inbound
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Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b2f2681-3270-418e-bf12-105ca9a541a8 · inbound
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Reference 29
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Unavailable: canonical work link unavailable.