Paper Citation Record · LEDGER

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling

As of 6 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2605.29697.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.29697 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:58:55.548382Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.587685Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact34
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b817a55-7a00-43c4-987f-c72140818004 · outbound

This paper cites xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.308144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dc32f3e3-071d-4696-a079-8e242b35ae44 · outbound

This paper cites Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.260619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d4166a03-44b5-4587-8f17-255f64d4260f · outbound

This paper cites Agentic entropy-balanced policy optimization.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Agentic entropy-balanced policy optimization

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.263798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 80b367dc-3b22-480d-88ab-3bad878c848f · outbound

This paper cites Agentic Reinforced Policy Optimization.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Agentic Reinforced Policy Optimization

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.276093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a1ece557-5e33-492e-bd90-82107d9b4733 · outbound

This paper cites Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.283420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 42ec8530-48b9-439f-bbf3-73416b70dfc0 · outbound

This paper cites Beyond ten turns: Unlocking long-horizon agentic search with large-scale asynchronous rl.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Beyond ten turns: Unlocking long-horizon agentic search with large-scale asynchronous rl

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.270067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fdf6f91f-04bc-4300-aa13-a456713746d3 · outbound

This paper cites Dynasearcher: Dynamic knowl- edge graph augmented search agent via multi-reward reinforcement learning.arXiv preprint arXiv:2507.17365.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Dynasearcher: Dynamic knowl- edge graph augmented search agent via multi-reward reinforcement learning.arXiv preprint arXiv:2507.17365

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.254457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d66b4fc2-8352-4580-91ae-06aaccc2e7c2 · outbound

This paper cites TreeRL: LLM Reinforcement Learning with On-Policy Tree Search.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling TreeRL: LLM Reinforcement Learning with On-Policy Tree Search

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.272895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f5f31f6a-ce65-45c5-801a-975b2c08a6ff · outbound

This paper cites Tree search for llm agent reinforcement learning.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Tree search for llm agent reinforcement learning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.286116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 879b6e96-9067-4bcd-8650-668666258e28 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.318817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9a0f0a16-8580-4da1-83d4-d88bcb579490 · outbound

This paper cites WebSailor-V2: Bridgingthechasmtoproprietaryagentsviasyntheticdataandscalable reinforcementlearning.arXivpreprint.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling WebSailor-V2: Bridgingthechasmtoproprietaryagentsviasyntheticdataandscalable reinforcementlearning.arXivpreprint

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.239225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d9978c48-f546-4c7e-9286-f988a7dccc87 · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.255321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a96e49d-6bf3-4359-9f33-65a07be13d5a · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.291784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c322c72-3308-43a1-a22c-9c6ae5ee641b · outbound

This paper cites Webexplorer: Exploreandevolvefortraininglong-horizonwebagents.arXivpreprint.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Webexplorer: Exploreandevolvefortraininglong-horizonwebagents.arXivpreprint

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.267520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 76415858-d599-4028-84d9-55888fcc69dd · outbound

This paper cites Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.275661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f56e9f0f-98d6-4990-82ab-71bf0281071d · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151a1e16-529e-46a2-9ef3-13c5a411277d · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8593af6-2164-4dc2-b455-8a6ce0bd781c · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae93f585-3973-4684-9b9f-d9ced1423fd6 · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f41ac71-f1e7-40a1-98d1-ee709d3e9eee · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbd5282-9b6c-416b-82c8-d4c3dbf02bc8 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.263792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 18c2caa5-c661-43de-8d3a-47db8d1a0964 · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb2ac45-8346-429e-b00d-935f134bb0ea · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.278322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 16a2bd18-21b9-4845-a22c-54197f94a5b6 · outbound

This paper cites Webleaper: Empowering efficiency and efficacy in webagent via enabling info-rich seeking.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Webleaper: Empowering efficiency and efficacy in webagent via enabling info-rich seeking

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.257602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b321a08b-9c8f-4288-823b-9d76ec4f1bcb · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Kimi K2: Open Agentic Intelligence

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.299693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 33b6ab0a-0fa6-44c0-8078-9432b1919293 · outbound

This paper cites MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.233391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0b47dbcc-de77-4b33-94bd-f8a6804ec892 · outbound

This paper cites Tongyi DeepResearch Technical Report.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Tongyi DeepResearch Technical Report

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.250181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1bbb14fa-0f20-4455-ba0c-3ba2a2688f58 · outbound

This paper cites WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.302996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e920c3d0-f433-49c0-b0a4-43eefbca219a · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.287902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f128c70e-03f9-4f48-b480-86714e441ecb · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc0b7253-a762-4415-be16-5809958259ca · outbound

This paper cites Reinforcing multi-turn reasoning in llm agents via turn-level credit assignment.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Reinforcing multi-turn reasoning in llm agents via turn-level credit assignment

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.239956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bc87a14a-d656-4f65-9f93-c601cb9a3d82 · outbound

This paper cites WebDancer: Towards Autonomous Information Seeking Agency.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling WebDancer: Towards Autonomous Information Seeking Agency

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.247506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ded4a9ee-fb55-4456-ae80-430575425e3f · outbound

This paper cites Qwen3 Technical Report.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Qwen3 Technical Report

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.305567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8f92fc6d-fa29-45b4-a62d-647ef2e1fe93 · outbound

This paper cites Treerpo: Tree relative policy optimization.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Treerpo: Tree relative policy optimization

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.316363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1e4102e9-d317-478e-9fd3-b3d9e33a8742 · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d03fe18-37d5-47bd-8db7-482b1e88f803 · outbound

This paper cites Process-Supervised Reinforcement Learning for Code Generation.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Process-Supervised Reinforcement Learning for Code Generation

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.288936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0d40df21-ee9d-4796-b9bd-c1e2f5d7d8fa · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.280667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6fccf41f-ad9f-4079-8f76-8d91bc0ebaee · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21de9f86-7d70-4bd5-a42e-b000aa59ea22 · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e1dae7-6099-4437-8040-68a3af042211 · outbound

This paper cites Chaining the evidence: Robust reinforcement learning for deep search agents with citation-aware rubric rewards.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Chaining the evidence: Robust reinforcement learning for deep search agents with citation-aware rubric rewards

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.297033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 653e8ddd-a8cf-45f8-8a45-109615f69b6f · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.266459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f7d6d69f-96bd-4c89-8d14-c5cd76566bce · outbound

This paper cites Group Sequence Policy Optimization.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Group Sequence Policy Optimization

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.294048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e60b15ae-b6c3-42b6-9654-755a87b60b16 · outbound

This paper cites an unresolved cited work.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd3b997-807a-454c-9b71-30c5c2f650fc · outbound

This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.290658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 96300555-28ba-4565-b59c-c24e00eda21e · outbound

This paper cites BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.311800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f08e5b1f-3fc2-4fa2-bcab-a6fa3b497cbf · outbound

This paper cites online" 'onlinestring :=.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling online" 'onlinestring :=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb06325-5626-4a26-a44a-bdcc9db532d5 · outbound

This paper cites write newline.

Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-29T07:58:55.548382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5ca19be1-64de-4342-8ce8-60c8f729ab0d · inbound

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T15:12:55.587685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.