Paper Citation Record · LEDGER

Approximate State Abstraction for Markov Games

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2412.15877.

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

pith.paper-citation-record.v1
2412.15877 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:10:05.145248Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy6
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c00b7d29-4626-464d-b02c-c17895c6a730 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Approximate State Abstraction for Markov Games , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.016887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 795a7bb6-985c-42ea-84a1-5e3b10ed4f3e · outbound

This paper cites write newline.

Approximate State Abstraction for Markov Games write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.021497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f6ed6e-ddaf-4978-9851-2f79609e0f2e · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.026403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ecc387e-22a8-438d-aa44-5985c8f724c8 · outbound

This paper cites E.; and Littman, M.

Approximate State Abstraction for Markov Games E.; and Littman, M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:10:05.514236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33c65f5f-5a96-4321-a67f-e086ea4cdac6 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.034903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40b4bc56-a088-4232-9cf5-ed713e13213d · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.496038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bab01bfe-870d-4119-a93a-2f717f6d42dd · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.485720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f916d03b-6619-49a4-a0c6-3fa2f6d87d61 · outbound

This paper cites K.; and Srivastava, S.

Approximate State Abstraction for Markov Games K.; and Srivastava, S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:10:05.475429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 586d5687-e2cd-4b59-b472-508e8866451b · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.465260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 365d62e9-8548-4277-b7cc-f3a4c7f46e0c · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.454478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 45aa9043-2a4e-449c-836d-fad67690ee4d · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.443298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 29b8d24f-3df0-4b19-b090-46d70f7c835b · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.432767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef4cbdf3-5595-4c27-a5e3-67c9c3fd2f15 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.419454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a9e156a2-868c-4dfb-8ffb-72678c58229c · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.408976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 69c87b20-9c1e-4b30-9b97-55b87ac98c43 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.399607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27ebf280-f240-4293-90fa-0f922a5970de · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.390478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dbcbec86-6daf-4182-88a9-9485b4822325 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.380594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fd08b70d-68fd-4720-a7c4-a7e831bf8a3f · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.370320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c21981a-f2df-44f4-aa89-ae151c2fab87 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.359615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04665b38-a98a-43ae-9dbd-2204ffc8f6bf · outbound

This paper cites K.; and Stone, P.

Approximate State Abstraction for Markov Games K.; and Stone, P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:10:05.348142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ac3d9161-630a-4463-8896-7403fdf560db · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.336215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f94f7167-b151-4968-b7ec-aa719aea7a62 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.324680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0ee5cac-5865-458e-80ce-df59a478eae3 · outbound

This paper cites J.; and Littman, M.

Approximate State Abstraction for Markov Games J.; and Littman, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:10:05.313690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bfae6217-9087-41fd-8d56-60fa8461f7eb · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.302381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 86c25ec3-8b89-483b-93a2-6329a5a0aec1 · outbound

This paper cites D.; Hennes, D.; Tarassov, E.; Strub, F.; de Boer, V.; Muller, P.; Connor, J.

Approximate State Abstraction for Markov Games D.; Hennes, D.; Tarassov, E.; Strub, F.; de Boer, V.; Muller, P.; Connor, J

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.105448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fd425a-e687-4387-a117-38c50e3c57bc · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.282256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7897d25b-683f-40c1-a3e2-b306506bbcf1 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.269806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57260471-330d-4fc7-b101-af53ef9733b2 · outbound

This paper cites Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving.

Approximate State Abstraction for Markov Games Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.116289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef6903d-fe4f-4491-8189-625341f7315a · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.258595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8800588-a0ce-4a1f-ae2a-2554dbbc4a57 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.248340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bedc9dcd-373b-47f6-a353-cb0da8b739f3 · outbound

This paper cites P.; Hui, F.; Sifre, L.; van den Driessche, G.; Graepel, T.; and Hassabis, D.

Approximate State Abstraction for Markov Games P.; Hui, F.; Sifre, L.; van den Driessche, G.; Graepel, T.; and Hassabis, D

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:10:05.237919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2d745f22-7ebf-4b77-9675-f18301db6dea · outbound

This paper cites S.; and Barto, A.

Approximate State Abstraction for Markov Games S.; and Barto, A

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:10:05.129829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a279c9-01a1-4782-b32a-e79d73f70e7c · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.219729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 537fca90-24c9-4edc-a381-4aea3787ef80 · outbound

This paper cites A.; and Welling, M.

Approximate State Abstraction for Markov Games A.; and Welling, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:10:05.209058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53c7361f-9ef2-47b3-aa96-6a1246d244a2 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.197985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 281624c8-9559-4359-9da3-88d44d3de2a6 · outbound

This paper cites an unresolved cited work.

Approximate State Abstraction for Markov Games Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:10:05.186629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.