Paper Citation Record · LEDGER

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference

As of 11 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2501.00312.

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

pith.paper-citation-record.v1
2501.00312 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:00:57.027206Z

measured 35 of 35 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 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

35 of 35 outbound references displayed

verified exact0
verified fuzzy5
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e847431a-6a29-4506-8ad1-7f179c54551d · outbound

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

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.879270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f07589e-d119-4869-93a7-54dab896dd08 · outbound

This paper cites write newline.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.884291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8263dde-55fc-450d-a9b2-5ec479956d70 · outbound

This paper cites M.; Baker, B.; Chociej, M.; Jozefowicz, R.; McGrew, B.; Pachocki, J.; Petron, A.; Plappert, M.; Powell, G.; Ray, A.; et al.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference M.; Baker, B.; Chociej, M.; Jozefowicz, R.; McGrew, B.; Pachocki, J.; Petron, A.; Plappert, M.; Powell, G.; Ray, A.; et al

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.889930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e9e23a0-8a29-40b3-a2ef-def93df9a7b1 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.403485Z

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.

Observation 42239560-01e9-4ab3-acb3-bcf3d2d6c3aa · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.898775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30649ea1-d957-48c8-b5ac-515cc0dbdbd5 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.385895Z

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.

Observation 03c3fa2f-e3bb-4eb9-af2e-98d32d95a219 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.374698Z

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.

Observation e6ffafcb-287d-4e83-b3a1-33120bf850db · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.363535Z

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.

Observation 342c21d0-3267-48ae-9576-a7beefc70c34 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.916209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea805037-a7d3-4b51-8240-ec0a7a623e75 · outbound

This paper cites Learning to Schedule Communication in Multi-agent Reinforcement Learning.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Learning to Schedule Communication in Multi-agent Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.920012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951c91c6-acd9-4a3b-96ab-89e223fdc743 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.345555Z

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.

Observation 9a1ba823-de44-47ae-813a-8b539a061f3b · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.332804Z

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.

Observation ae234fe5-67b9-4e56-b802-8af662ea0508 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.321442Z

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.

Observation b7c19bc0-a059-4ae9-a37a-8d039c0f0b0b · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.309745Z

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.

Observation 3a4ebbc8-a058-459e-83c3-1ce7bb3059c3 · outbound

This paper cites I.; Tamar, A.; Harb, J.; Abbeel, O.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference I.; Tamar, A.; Harb, J.; Abbeel, O

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:00:57.298726Z

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.

Observation fba39d73-9748-492b-b359-4c387400e21c · outbound

This paper cites R.; and Gombolay, M.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference R.; and Gombolay, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:00:57.287746Z

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.

Observation cdbe9240-599f-4ad3-9ee9-28b816910176 · outbound

This paper cites A.; Amato, C.; et al.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference A.; Amato, C.; et al

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.950374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b41fc8e-8887-4296-b491-8e2706d54ec7 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.268720Z

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.

Observation 38e9cab4-1a82-4335-aed5-c20bcfdb4bf7 · outbound

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

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.959209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a284e4a8-6f75-4b79-954a-aebef7384300 · outbound

This paper cites The StarCraft Multi-Agent Challenge.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference The StarCraft Multi-Agent Challenge

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.963515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09ca5cb5-ce0a-480c-a7e6-152728d367ad · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.968784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d69a9d7-a5dc-46ad-badb-895c788dfce1 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.250480Z

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.

Observation e0033f29-97e5-4b87-addb-7626f0e9642d · outbound

This paper cites Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.976784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64fbdd26-74c0-4ca9-90a7-3ca47d3acda4 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.237401Z

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.

Observation c5af6901-5b7c-44f8-a400-8d989d26d75e · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.225326Z

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.

Observation 5ef92128-714f-4d9f-a8a6-3abaf2eb4d04 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.989576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4950828a-1986-4f4f-834e-de939e339326 · outbound

This paper cites N.; Kaiser, L.; and Polosukhin, I.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference N.; Kaiser, L.; and Polosukhin, I

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:00:57.206457Z

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.

Observation 71c3db1f-eb93-4177-9c4c-a52373fe9605 · outbound

This paper cites M.; Mathieu, M.; Dudzik, A.; Chung, J.; Choi, D.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference M.; Mathieu, M.; Dudzik, A.; Chung, J.; Choi, D

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:56.998737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f63648-c150-4aae-9f72-fc3c2af7c6a3 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.187764Z

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.

Observation 2dfd4bf9-db1f-491a-92ca-6696dd388f61 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.175648Z

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.

Observation cd11d861-279c-449d-a275-d5eb1cb9ae97 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.163625Z

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.

Observation e7450e52-838e-466f-876b-ad20c4438eb2 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:00:57.014984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc9409e4-4a0d-4852-bf30-490cb01046d7 · outbound

This paper cites an unresolved cited work.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:00:57.137896Z

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.

Observation 68ea2db5-f3f5-473a-b35c-f72c5d26e73e · outbound

This paper cites Q.; Zhang, Q.; and Lin, J.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Q.; Zhang, Q.; and Lin, J

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:00:57.124412Z

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.

Observation 47304135-ce4d-4ea8-8399-2e9414ff547a · outbound

This paper cites Q.; Zhang, Q.; and Lin, J.

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference Q.; Zhang, Q.; and Lin, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:00:57.110574Z

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.

Pith citing papers

No inbound Pith citation observations are available.