Pith. sign in

Paper Citation Record · LEDGER

MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1910.12639.

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

pith.paper-citation-record.v1
1910.12639 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:39:01.446330Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:42:59.376953Z

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 3b455e44-8963-417c-a164-4da7f8a5214a · inbound

Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics cites this paper.

Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T17:39:01.446330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:39:01.446330Z digest=sha256:6b0e015a5140704b7f565cc5feb8b82dad464d975b9621350ff5ed019519428e

Observation 730365c9-7faa-4738-bd25-624fb7dcc895 · inbound

Toward Adaptable Multi-Agent Reinforcement Learning: An Assumption-Aware Review cites this paper.

Toward Adaptable Multi-Agent Reinforcement Learning: An Assumption-Aware Review MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:42:59.380325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T17:42:52.188678Z digest=sha256:62718a5ef41bb47435211dacca4b3987057fc236643cb318d95f94e94bb37487