Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:05:22.403317Z
Paper Citation Record · LEDGER
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
As of 9 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2506.03519.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
10 of 10 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ab622887-d493-49c7-ab19-8766a043a4c8 · outbound
This paper cites an unresolved cited work.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:05:22.825443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 614ad4f8-f7e8-4ae2-ad08-332c4c4ad9a6 · outbound
This paper cites ActionType.
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:05:22.648791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 698ce336-76d8-43ca-b54e-32f1acbf1a5d · outbound
This paper cites an unresolved cited work.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:05:22.842161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6cda9d7b-ba50-4b31-a9e2-dbefad2e8e02 · outbound
This paper cites an unresolved cited work.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:05:22.625508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f67302ea-5bca-4e5f-8804-4441f9a275bd · outbound
This paper cites This state will be used as a basis for decision making.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals This state will be used as a basis for decision making
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:05:22.800252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 067f63cb-f2cb-4931-80c5-611af46cf4db · outbound
This paper cites Inform.
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:05:22.601998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d419a269-9233-4256-a3e1-844ba3466843 · outbound
This paper cites Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue
Reference 2013
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T11:05:22.580157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ba326a11-4c43-4765-8043-fe43be17f6ea · outbound
This paper cites Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Reference 2019
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T11:05:22.540401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 749f1a0c-9933-4742-b4c9-c4bdbe296c5e · outbound
This paper cites A Survey on Spoken Language Understanding: Recent Advances and New Frontiers.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals A Survey on Spoken Language Understanding: Recent Advances and New Frontiers
Reference 2021
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T11:05:22.504941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ffb48332-23e7-482f-a698-9f427905b6cd · outbound
This paper cites A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems.
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:05:22.341927Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.