Paper Citation Record · LEDGER

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation

As of 11 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2502.02875.

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

pith.paper-citation-record.v1
2502.02875 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:52:39.226530Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy19
unresolved8
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bfafc7c-79ea-4598-862c-eb2f8408a3c3 · outbound

This paper cites In Add-HPF-WQ, WQMIX[Rashid et al., 2020] is chosen as πα in Eq.(4) of the main text.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation In Add-HPF-WQ, WQMIX[Rashid et al., 2020] is chosen as πα in Eq.(4) of the main text

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.311661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 452da334-49db-45c0-8e58-102408fbb5eb · outbound

This paper cites an unresolved cited work.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:52:39.324543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36563a75-d17f-4666-b5d7-9232204216d5 · outbound

This paper cites Mac-po: Multi-agent experience replay via collective priority optimization.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Mac-po: Multi-agent experience replay via collective priority optimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.560252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d993f8f-de43-4dcb-80e8-00186b4ac524 · outbound

This paper cites Rusu, Joel Veness, Marc G.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Rusu, Joel Veness, Marc G

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.547585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f4e0dab-f869-4a14-bd16-5489d963efeb · outbound

This paper cites Foerster, and Shimon Whiteson.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Foerster, and Shimon Whiteson

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.493577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc89016e-5dff-4648-ae08-1ffe27e05d17 · outbound

This paper cites an unresolved cited work.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:52:39.465116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 20053a46-ddea-4bf7-ada0-fbe94848746b · outbound

This paper cites Resq: A residual q function-based approach for multi-agent reinforcement learning value factoriza- tion.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Resq: A residual q function-based approach for multi-agent reinforcement learning value factoriza- tion

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T10:52:39.170354Z

Source-reported events for the cited work

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Observation fcf699ab-7b0a-4c98-a005-3bc782cfcfa4 · outbound

This paper cites Qtran: Learn- ing to factorize with transformation for cooperative multi- agent reinforcement learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Qtran: Learn- ing to factorize with transformation for cooperative multi- agent reinforcement learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T10:52:39.174222Z

Source-reported events for the cited work

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Observation 6298ab67-4325-4cf8-a22d-7b98cc075b45 · outbound

This paper cites QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T10:52:39.178648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ebb545-c632-46e2-a3df-aeed1912aa5f · outbound

This paper cites Value-Decomposition Networks For Cooperative Multi-Agent Learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Value-Decomposition Networks For Cooperative Multi-Agent Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T10:52:39.182907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32185cd0-23c1-4b1c-864e-aca99fee568f · outbound

This paper cites Multi-agent reinforcement learning: Independent vs.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Multi-agent reinforcement learning: Independent vs

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.422267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4c5fcb77-36f7-4b6e-a457-f57f8a54467d · outbound

This paper cites Vgn: Value decomposition with graph atten- tion networks for multiagent reinforcement learning.IEEE Transactions on Neural Networks and Learning Systems ,.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Vgn: Value decomposition with graph atten- tion networks for multiagent reinforcement learning.IEEE Transactions on Neural Networks and Learning Systems ,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.394068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97f36579-57ca-4750-8c06-3b010b8e19d4 · outbound

This paper cites Haven: Hierarchical coop- erative multi-agent reinforcement learning with dual coor- dination mechanism.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Haven: Hierarchical coop- erative multi-agent reinforcement learning with dual coor- dination mechanism

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.378229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26dedabd-f6e9-4de1-8803-63ee930b9024 · outbound

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

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning

Reference 22

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Source-reported events for the cited work

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Observation f860d93d-3ef5-4646-8cfe-0e8195d2b77d · outbound

This paper cites Causal inference multi-agent rein- forcement learning for traffic signal control.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Causal inference multi-agent rein- forcement learning for traffic signal control

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.364814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation de32fc82-bd4b-41e8-aaca-3ee85f1209fd · outbound

This paper cites Game of drones: Multi-uav pursuit-evasion game with online motion plan- ning by deep reinforcement learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Game of drones: Multi-uav pursuit-evasion game with online motion plan- ning by deep reinforcement learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.351593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c93075cc-fc53-4677-b4d6-7992f00dce1e · outbound

This paper cites Locality matters: A scalable value decompo- sition approach for cooperative multi-agent reinforcement learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Locality matters: A scalable value decompo- sition approach for cooperative multi-agent reinforcement learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.337596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aabec551-280f-47d2-8795-e40d958c9804 · outbound

This paper cites {QPLEX}: Duplex duel- ing multi-agent q-learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation {QPLEX}: Duplex duel- ing multi-agent q-learning

Reference 1993

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.409106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3fd1ea1-0396-4a11-aa80-ce8eeaa8fc7a · outbound

This paper cites Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-09T10:52:39.141965Z

Source-reported events for the cited work

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Observation 4adbc12a-65d4-4570-a7fc-6bb2725d7672 · outbound

This paper cites Multi-agent reinforcement learning for redun- dant robot control in task-space.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Multi-agent reinforcement learning for redun- dant robot control in task-space

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.519281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81352af1-46a4-461c-af39-c289893b000f · outbound

This paper cites Sutton and Andrew G.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Sutton and Andrew G

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.435058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cfcd1d1a-5449-44a3-812d-7e2eef70209e · outbound

This paper cites Weighted qmix: Expand- ing monotonic value function factorisation for deep multi- agent reinforcement learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Weighted qmix: Expand- ing monotonic value function factorisation for deep multi- agent reinforcement learning

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.478668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27c17cd1-f590-4951-bc7e-2b38d1c1bcd8 · outbound

This paper cites Transformer-based value function decomposition for cooperative multi-agent rein- forcement learning in starcraft.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Transformer-based value function decomposition for cooperative multi-agent rein- forcement learning in starcraft

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.590203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d2d8f1e-b4aa-4fbe-8ce6-c211e0253ca3 · outbound

This paper cites Oliehoek and Christo- pher Amato.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Oliehoek and Christo- pher Amato

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.534292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa10284f-8e83-4571-96bc-475735041d12 · outbound

This paper cites Residual q-networks for value function factorizing in multiagent reinforcement learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Residual q-networks for value function factorizing in multiagent reinforcement learning

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.506737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6dd3f448-a283-4919-af1c-d3f37afb9059 · outbound

This paper cites Contrastive identity-aware learning for multi-agent value decomposition.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Contrastive identity-aware learning for multi-agent value decomposition

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.574178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e7fa604a-c5ea-41ca-9dcd-7b925367d503 · outbound

This paper cites Social influence as intrinsic motivation for multi-agent deep reinforcement learning.

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation Social influence as intrinsic motivation for multi-agent deep reinforcement learning

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:52:39.608401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.