Pith. sign in

Paper Citation Record · LEDGER

Reward Machines for Cooperative Multi-Agent Reinforcement Learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2007.01962.

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

pith.paper-citation-record.v1
2007.01962 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:21:01.410677Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:06:01.460671Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e26fa67b-7f4d-49e6-aa8b-3a63d0761d64 · inbound

Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning cites this paper.

Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning Reward Machines for Cooperative Multi-Agent Reinforcement Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T00:21:01.410677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:21:01.410677Z digest=sha256:13d579fb3ec13f1f37c288737222a23cc1cc3230e5b7ad8c85ca85656ae860b1

Observation aaa391a6-b139-4d4e-b731-5caef43fa8fd · inbound

On Tackling Complex Tasks with Reward Machines and Signal Temporal Logics cites this paper.

On Tackling Complex Tasks with Reward Machines and Signal Temporal Logics Reward Machines for Cooperative Multi-Agent Reinforcement Learning

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:06:01.463069Z

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.

source=pdf_text observed=2026-05-10T16:48:46.133244Z digest=sha256:218b9f605a5c8b2e81a980034c511c420946310d9650e680103b6d1098d37224