Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T02:46:46.445299Z
Paper Citation Record · LEDGER
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
As of 5 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 3 inbound Pith citation observations for arXiv:2510.26020.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T09:21:45.488335Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-11T05:55:59.338997Z
Reference resolution
16 of 16 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 58fd75cb-7186-43bc-ad6a-28a694fa4c1c · outbound
This paper cites </think> block outlining your thoughts and reasoning in one or two sentences; and (ii) one<tool_call>.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning </think> block outlining your thoughts and reasoning in one or two sentences; and (ii) one<tool_call>
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.542055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d9cba6c2-8ff3-4928-97ee-73f224b1797e · outbound
This paper cites name” field and an “arguments.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning name” field and an “arguments
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.552036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 578a977f-07c2-4723-942f-adf5b756ae21 · outbound
This paper cites an unresolved cited work.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T02:52:22.535432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ae309218-783d-4261-8eac-f048a8198f2c · outbound
This paper cites current_location.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning current_location
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.530701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99dd151e-4957-4cfb-92f7-83ea7ee1d0d7 · outbound
This paper cites an unresolved cited work.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T02:52:22.556264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7f87b8e5-8f49-47d0-9cde-e52c55b5cbee · outbound
This paper cites an unresolved cited work.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T02:52:22.522059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 88bdd4bb-5a28-4e5d-9520-087b1ef68f2f · outbound
This paper cites an unresolved cited work.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T02:52:22.518381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c97fa891-f735-49a1-8e39-c12de3657766 · outbound
This paper cites near me".
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning near me"
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.594429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 34c0e5a1-763c-43ed-b60f-0b30a25b34ab · outbound
This paper cites name": "sports_search.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning name": "sports_search
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.526818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4996f03e-e044-4111-b378-8877386b9cf9 · outbound
This paper cites an unresolved cited work.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T02:52:22.545251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a1501a77-a1cf-4124-bfed-8618d01b6188 · outbound
This paper cites name": "knowledge_search.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning name": "knowledge_search
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.560447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b135c2aa-f289-42ef-968d-f728458a01dd · outbound
This paper cites an unresolved cited work.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T02:52:22.585737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 84b52a88-896c-492a-906a-ceec6073e3df · outbound
This paper cites name": "knowledge_search.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning name": "knowledge_search
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.580744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3d23fe1a-abfb-4075-a640-6bcbcec3f7e3 · outbound
This paper cites total misrepresentation.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning total misrepresentation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.564431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 260bda19-200b-4fe4-bc4a-1ea7ee0d9cec · outbound
This paper cites name": "response_gen.
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning name": "response_gen
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.574264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation adce4b95-1b7d-446e-8035-d96c223abb29 · outbound
This paper cites add(9, 2030 - 2023).
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning add(9, 2030 - 2023)
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T02:52:22.569549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 6d7dad5b-9d86-4c73-8e54-9ef5eb5c10f7 · inbound
Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.
Toward Efficient Agents: Memory, Tool learning, and Planning PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
Reference 146
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T09:21:45.488335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2aa5f43b-fa03-4ffc-ac10-189947c975be · inbound
Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering cites this paper.
Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T05:55:59.345507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad1fcef1-a190-4733-9bc2-11679d2a5b68 · inbound
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning cites this paper.
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
Reference 133
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T23:15:49.678656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.