Paper Citation Record · LEDGER

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication

As of 13 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2501.02174.

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

pith.paper-citation-record.v1
2501.02174 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:17:51.540796Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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 exact2
verified fuzzy1
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 197436ba-2cc3-41a7-8006-eaecb7aabdfb · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.201739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3968178f-c435-4f83-a0fc-2f4fcac77b83 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.185026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ac4b31cb-ab5f-47f8-862b-fe8f17408d14 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.169377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e4c50b4c-c561-4e15-ba2e-2f849dbe1e4d · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.388232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4109da-ae75-42ea-87f3-865ddfadabb4 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.392490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8dd30d5-1e51-479e-8e20-6bc5e49f5685 · outbound

This paper cites Learning Multi-Agent Communication from Graph Modeling Perspective.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Learning Multi-Agent Communication from Graph Modeling Perspective

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.396797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989bbc2e-e2b3-4486-a628-777c53abd4d6 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.130060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81f7d3b1-e895-4e6d-ad72-ce32a65a3910 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.115336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation da998b01-f95b-4bc5-aafb-d5e7f8517f67 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.101063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9d30f9a2-32f7-410f-85a5-50f466e6f3b9 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.086332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37cb23a3-4ac5-42ef-be58-c568523b1886 · outbound

This paper cites Learning Multi-Agent Communication with Contrastive Learning.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Learning Multi-Agent Communication with Contrastive Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.423396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eadd954e-91bc-49f9-9350-cb52a89b5d0f · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.069694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5c6a0766-01b1-4cc0-a640-0b96006c7bab · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.433264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b30ffb2-21ca-4cb1-ae94-17e8d46edd97 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.437993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ab5a4c-c03b-4b17-bef6-9745459ae6a3 · outbound

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

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.443174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6c377d-f680-4db8-823b-78a7b99ac800 · outbound

This paper cites The StarCraft Multi-Agent Challenge.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication The StarCraft Multi-Agent Challenge

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.449207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation accd11e8-a997-4510-96db-65b35faa4b3d · outbound

This paper cites Heterogeneous Graph Attention Networks for Learning Diverse Communication.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Heterogeneous Graph Attention Networks for Learning Diverse Communication

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.454466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a9a6a0-d34a-447d-a676-66116505d04c · outbound

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

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.459123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1921f7c-23df-4c54-9909-98d3c8d2e0d5 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.043910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 42bf4eb4-6e1a-4074-bb89-82e345da14b9 · outbound

This paper cites Agent-Time Attention for Sparse Rewards Multi-Agent Reinforcement Learning.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Agent-Time Attention for Sparse Rewards Multi-Agent Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.467579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a037cdc-bbc9-4361-bb7f-d5ada6c45349 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:52.027636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 31183840-5231-4102-a65c-501bab5835ee · outbound

This paper cites Singh, T.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Singh, T

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:17:52.011073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 89a7722b-74bf-4888-acb8-87507b405048 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.483716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383b4267-c576-4473-9be1-ad39d3e7e83d · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:51.984610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 45ae297b-b76c-469a-8feb-c1c2f92d48fa · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:51.965722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 03f6986b-ebbc-45c8-9371-f530c9b9c52d · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Representation Learning with Contrastive Predictive Coding

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.498354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11548525-1c2a-4860-a6a8-2ecddea1cf5b · outbound

This paper cites Learning Nearly Decomposable Value Functions Via Communication Minimization.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Learning Nearly Decomposable Value Functions Via Communication Minimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.503858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8fdc943-32ed-46d5-ad92-589dbe89eeb9 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-10T22:17:51.578411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation df2dcb93-6b21-4a87-b4ba-7b9fa7c047f0 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:51.948278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7a15f1a9-9621-45f4-9e94-dc04849b708f · outbound

This paper cites Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.518630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0fd34e4-ae9e-4096-830f-65c5e53ac388 · outbound

This paper cites Homogeneous Einstein Metrics and Butterflies.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Homogeneous Einstein Metrics and Butterflies

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:17:51.623660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c355df8e-5e3c-478b-ab8b-6dc4e179ecf6 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:51.930620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c08156da-a603-4ae3-b93c-32fd93033343 · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:51.915144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 39f06acf-1f4d-4eeb-b08a-eaa1ffd97f4b · outbound

This paper cites Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.536129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea824c4b-a37b-4f22-b158-4887cfe08d3d · outbound

This paper cites an unresolved cited work.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:51.896652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.