Paper Citation Record · LEDGER

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning

As of 16 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:1908.01022.

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

pith.paper-citation-record.v1
1908.01022 v4

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:31:05.521816Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy4
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 65b0b90a-3e02-49e0-95da-dcb52ce62544 · outbound

This paper cites Johnson, and Mykel J.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Johnson, and Mykel J

Reference 1

Resolution: verified exact; doi, observed 2026-08-14T15:31:05.566753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2abd25d9-1d41-4b62-b7a1-cba858270789 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.175089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c3f3bea2-e71a-45a9-b433-67b050cac5b1 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.162235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b11fd6d3-dd02-4198-b51f-42c40520d513 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.148539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9e36de8c-4caf-4d17-8afe-26f0fa00b6f9 · outbound

This paper cites Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.334928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 390e912c-f17c-4e01-83da-bf9735861889 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.134754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 31080e64-0030-4af8-9554-dd8f96dbe302 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.120944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cbcaafa7-d455-418d-8f95-a939dcbc5237 · outbound

This paper cites Clipped Action Policy Gradient.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Clipped Action Policy Gradient

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.351418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b9d074-431a-4ed1-9a19-397a40aca2d9 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.107449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 77bfb7dd-02fe-43fc-aa02-000d6e612255 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.093176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 95fa0923-ad83-4470-9988-dab739bc888e · outbound

This paper cites A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.371369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32cf939a-3c82-4e49-8946-0fa8e015955c · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.375880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3f02ff-79d9-4035-8c09-03ce77149e4e · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.067606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 32931c9f-8002-4bc8-8fd4-ebd9481ddb33 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Adam: A Method for Stochastic Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.384134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3720ba56-e903-4da3-bbfe-a3d0ea01153d · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.050520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 367d1e24-2482-48c5-a289-cfcb8691f10a · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.035364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e6754999-4130-47a4-b56f-fe4a4e9ab889 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:06.022486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25514841-e649-49eb-a425-5ff16000293e · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.402129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 317920fb-7582-45ea-9fc8-1f12ddfbb102 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.987246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2515a4c3-9227-4b91-af23-521c1ba2ff2c · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.973456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fff15ea5-9d5e-40f3-be5d-e30aadbc7c29 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.957429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a8344aac-f8b1-42e0-9db0-9a715a16d13f · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.944517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89d0028c-8ae7-42f3-9dae-0dd1ba801994 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.929995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f9d723fa-679b-4101-ba09-bc228dbe0f23 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.916570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d80faefe-d94e-4247-907e-f12844b09d40 · outbound

This paper cites QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.435396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee04415-5860-4db5-a79d-4f347956314c · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.901447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c12ff084-751d-4dd2-84a8-2d52dcc6b8e2 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.443913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c33cf1f-9f28-4881-81d1-1df3056d797e · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.452852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a596216-928c-4a0b-9e78-04139c97f911 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.461962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56e5fd1e-a936-41b0-8b26-a7f7442ea947 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.818430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 86865a61-7c71-4f0d-b72a-c520e833a3cc · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.805674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ef9503ff-9247-442c-9534-86bfd7386253 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.790913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 01eef5a0-2d6b-4956-b49b-91a666d4146e · outbound

This paper cites Proximal Policy Optimization Algorithms.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.466656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94e8f63d-5a69-4f53-b82c-520e8c7c1adb · outbound

This paper cites PettingZoo: Gym for Multi-Agent Reinforcement Learning.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning PettingZoo: Gym for Multi-Agent Reinforcement Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.493756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1369fbe1-dc29-407e-846b-67a129431d07 · outbound

This paper cites Revisiting Parameter Sharing in Multi-Agent Deep Reinforcement Learning.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Revisiting Parameter Sharing in Multi-Agent Deep Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.499450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d17a4c03-1a2a-4d9f-b905-e33d00b3d7a6 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.754955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9ddddd13-3209-49eb-ac6d-e6f38885c044 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.772770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 41b53b4a-d3e6-475f-97e7-f9b154727802 · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:31:05.728186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2709a228-c544-464b-bf22-7d02fea8d23b · outbound

This paper cites ∑︁ u π(u| s𝑡, θ)· 𝑛∑︁ 𝑖=1 𝑞π(s𝑡, u)∇𝜃𝑖 log𝜋𝑖(𝑎𝑖|𝜏𝑖,𝑡,𝜃𝑖) # = Eπ.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning ∑︁ u π(u| s𝑡, θ)· 𝑛∑︁ 𝑖=1 𝑞π(s𝑡, u)∇𝜃𝑖 log𝜋𝑖(𝑎𝑖|𝜏𝑖,𝑡,𝜃𝑖) # = Eπ

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:31:05.710236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9a3b754f-7ca8-43d6-b5d7-bae40ef791ec · outbound

This paper cites an unresolved cited work.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T15:31:05.510597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9c4ee0-fbdf-4f9c-87c5-9a2b2759cfc8 · outbound

This paper cites In International Conference on Machine Learning (ICML).

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning In International Conference on Machine Learning (ICML)

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:31:05.876700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 181958b0-4945-4f8d-b794-b7216c44b7cf · outbound

This paper cites In International Conference on Learning Representations.

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning In International Conference on Learning Representations

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:31:05.855426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 010840c6-7b1b-4124-a893-4d5449536316 · outbound

This paper cites In Advances in Neural Information Processing Systems (NIPS).

Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning In Advances in Neural Information Processing Systems (NIPS)

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:31:06.001974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.