Paper Citation Record · LEDGER

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.17311.

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

pith.paper-citation-record.v1
2607.17311 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:27:48.127211Z

measured 45 of 45 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

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved45
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e0fdbf1-d0ac-4857-9c41-2c19f70966b8 · outbound

This paper cites Will the real smart city please stand up? intelligent, progressive or entrepreneurial?.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Will the real smart city please stand up? intelligent, progressive or entrepreneurial?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:43.861078Z

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Observation a0b77c53-1788-4d42-9a96-2f339175c91c · outbound

This paper cites Deakin,Smart cities: governing, modelling and analysing the tran- sition.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Deakin,Smart cities: governing, modelling and analysing the tran- sition

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:43.958101Z

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Observation 668c8874-676d-4c79-8de3-ff79a3b43d62 · outbound

This paper cites COHDA: A combi- natorial optimization heuristic for distributed agents,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination COHDA: A combi- natorial optimization heuristic for distributed agents,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.047021Z

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Observation dba142a1-2371-413f-9d5e-53da965b78e8 · outbound

This paper cites Multi-level reconfigurable self-organization in overlay services,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Multi-level reconfigurable self-organization in overlay services,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.159810Z

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Observation eb1609fd-eb50-4e58-a276-559244c42988 · outbound

This paper cites Decentralized collective learning for self-managed sharing economies,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Decentralized collective learning for self-managed sharing economies,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.264448Z

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Observation a6ce2a20-1603-4d0a-bd61-f5225da31777 · outbound

This paper cites Data collaboratives with the use of decentralised learning,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Data collaboratives with the use of decentralised learning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.350775Z

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Observation 63ca39fd-5110-409e-bef4-8cf2ce14eb6a · outbound

This paper cites Cooperative flexibility exchange: fair and comfort-aware decentralized resource allocation,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Cooperative flexibility exchange: fair and comfort-aware decentralized resource allocation,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.434252Z

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Observation 9e87c686-ec41-43d7-958d-996dd7ffd2b2 · outbound

This paper cites Inequity aversion and individual behavior in public good games: An experimental inves- tigation,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Inequity aversion and individual behavior in public good games: An experimental inves- tigation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.525987Z

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Observation f9a24357-a696-41aa-a3e2-00534c11fc94 · outbound

This paper cites Fairness and retaliation: The economics of reciprocity,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness and retaliation: The economics of reciprocity,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.609762Z

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Observation b2adab0a-53a1-490e-b466-df8076fa6c84 · outbound

This paper cites Collective learning: A 10-year odyssey to human- centered distributed intelligence,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Collective learning: A 10-year odyssey to human- centered distributed intelligence,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.690211Z

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Observation 50f3cf6a-0379-4c67-a57e-3d5c8ada4d7f · outbound

This paper cites Fairness in multi-agent sequential decision- making,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness in multi-agent sequential decision- making,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.779597Z

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Observation d6939ca5-1557-43ce-a471-8a98e571fbae · outbound

This paper cites Learning fairness in multi-agent systems,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Learning fairness in multi-agent systems,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:44.934660Z

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Observation a3c252f8-e92d-4464-9b19-efbb5cfa5a04 · outbound

This paper cites DECAF: Learning to be Fair in Multi-agent Resource Allocation.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination DECAF: Learning to be Fair in Multi-agent Resource Allocation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.014865Z

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Observation 5bc1c7a1-1ea1-4687-b5be-94371e32c3f1 · outbound

This paper cites Multi-Objective Multi-Agent Bandits: From Learning Efficiency to Fairness Optimization.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Multi-Objective Multi-Agent Bandits: From Learning Efficiency to Fairness Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.097514Z

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Observation d33fc2ca-18f8-43fc-8400-ef76edc2c48e · outbound

This paper cites Learning fair poli- cies in decentralized cooperative multi-agent reinforcement learning,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Learning fair poli- cies in decentralized cooperative multi-agent reinforcement learning,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.174349Z

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Observation 7c37f3c7-b00e-4454-b9a6-dc56bb5cf742 · outbound

This paper cites Cooper- ation and fairness in multi-agent reinforcement learning,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Cooper- ation and fairness in multi-agent reinforcement learning,

Reference 16

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Observation e49f7b3e-f221-4d7e-b7e3-28d869ceca69 · outbound

This paper cites Fairness in cooperative multi-objective multi-agent reinforcement learning using expected utility,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness in cooperative multi-objective multi-agent reinforcement learning using expected utility,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.387055Z

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Observation e0a64fa5-4855-49de-9dfe-964e6811af2b · outbound

This paper cites An effective and distributed particle swarm optimization algorithm for flexible job- shop scheduling problem,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination An effective and distributed particle swarm optimization algorithm for flexible job- shop scheduling problem,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.503507Z

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Observation 0b68ac8d-e65f-4c49-9179-9047684bbea1 · outbound

This paper cites Combining tabu search and genetic algorithm in a multi-agent system for solving flexible job shop problem,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Combining tabu search and genetic algorithm in a multi-agent system for solving flexible job shop problem,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.602420Z

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Observation 959ef95e-4739-4361-82cb-f39798ac5759 · outbound

This paper cites A multi-agent genetic algorithm for community detection in complex networks,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination A multi-agent genetic algorithm for community detection in complex networks,

Reference 20

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Observation bd7628e2-1c18-4375-ac1a-3c1859e935ba · outbound

This paper cites A multi-agent based cooperative approach to scheduling and routing,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination A multi-agent based cooperative approach to scheduling and routing,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.818664Z

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Observation 39225f1f-f431-4f93-beb3-4e8832fdc3ae · outbound

This paper cites Near-optimal decentralized power supply restoration in smart grids,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Near-optimal decentralized power supply restoration in smart grids,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:45.936056Z

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Observation a777d4f6-9613-489a-8a47-051f4ad29e4c · outbound

This paper cites Measuring and controlling unfairness in decentralized planning of energy demand,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Measuring and controlling unfairness in decentralized planning of energy demand,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.013169Z

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Observation af350b93-b326-4b4c-88fe-0abba126de1d · outbound

This paper cites Socio- technical smart grid optimization via decentralized charge control of electric vehicles,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Socio- technical smart grid optimization via decentralized charge control of electric vehicles,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.151631Z

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Observation 9faa30de-fafc-43e6-9f3a-95c200406070 · outbound

This paper cites Truth, justice, and cake cutting,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Truth, justice, and cake cutting,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.235455Z

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Observation e20feedc-2b30-4243-92ad-d7eb1305cf78 · outbound

This paper cites How to cut a cake fairly,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination How to cut a cake fairly,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.352887Z

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Observation 6514e095-2680-41e0-81e9-527ab53a5d14 · outbound

This paper cites Fairness in multi-agent systems,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness in multi-agent systems,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.466804Z

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Observation 07099f89-ec01-4537-ba35-c3d9e712ccfb · outbound

This paper cites Fairness, incentives, and contractual choices,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness, incentives, and contractual choices,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.532876Z

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Observation c6660f50-bbac-4bd4-8c53-ea5a0b4811b9 · outbound

This paper cites The logic of reciprocity: Trust, collective action, and law,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination The logic of reciprocity: Trust, collective action, and law,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.666359Z

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Observation 1a653f3b-3647-4ffd-8bbc-3f610be6d271 · outbound

This paper cites The Origin and Scope of Hayek’s Idea of Spontaneous Order,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination The Origin and Scope of Hayek’s Idea of Spontaneous Order,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.748416Z

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Observation 3fed513b-0b8a-40be-9fe7-6a5e722e67eb · outbound

This paper cites Graph convolutional reinforce- ment learning,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Graph convolutional reinforce- ment learning,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.854847Z

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Observation cba622d6-2d37-42ad-8391-43d804c596dd · outbound

This paper cites Traffic light control by multiagent reinforcement learning systems,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Traffic light control by multiagent reinforcement learning systems,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:46.987593Z

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Observation aa749da1-3756-42f1-8b5e-df3d840474b1 · outbound

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The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Virtual machine resource allocation in cloud computing via multi-agent fuzzy control,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.096800Z

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Observation 78d1fb7c-bc11-4e02-9379-195ffe7c2a65 · outbound

This paper cites Fairness and load balancing in wireless LANs using association control,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness and load balancing in wireless LANs using association control,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.189368Z

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Observation 38a8a4ea-da2a-493a-9178-1ad30487a781 · outbound

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The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fairness in routing and load balancing,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.276358Z

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The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Fair algorithms for multi-agent multi-armed bandits,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.372021Z

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Observation a60b272e-edbc-40bb-80f6-fc3b43d60628 · outbound

This paper cites Appliance-level flexible scheduling for socio-technical smart grid optimization,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Appliance-level flexible scheduling for socio-technical smart grid optimization,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.454099Z

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Observation b77a6e1a-9d02-4850-815b-c16c4650f154 · outbound

This paper cites A guide to formulating fairness in an optimization model,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination A guide to formulating fairness in an optimization model,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.519489Z

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Observation e30016f2-4b24-4dd7-8b36-eb91a714f2f5 · outbound

This paper cites Optimal tradeoff between efficiency and Jain’s fairness index in resource allocation,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Optimal tradeoff between efficiency and Jain’s fairness index in resource allocation,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.612082Z

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Observation ece3e8db-ebfe-4f47-ba54-d9ab8265d6ef · outbound

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The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Self-regulating supply–demand systems,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.665541Z

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Unavailable: canonical work link unavailable.

Observation 165747c7-f9c4-4117-91b7-f1568ad00245 · outbound

This paper cites Structural self-adaptation for decentralized pervasive intelligence,.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Structural self-adaptation for decentralized pervasive intelligence,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.756788Z

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Observation 82bd36d2-9a40-4e38-acc1-3063a98dc82a · outbound

This paper cites an unresolved cited work.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.942054Z

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Observation c15a4974-be22-4517-9395-320569acd29e · outbound

This paper cites Consequently, the mean and the standard deviation of the possible plans are constant for each agent.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination Consequently, the mean and the standard deviation of the possible plans are constant for each agent

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:48.029507Z

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Observation 9ce6f476-7bed-4b6a-9780-9eff4a9bafe0 · outbound

This paper cites In other words, the first plan has the score of 0, the second one the score of 1 and so on.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination In other words, the first plan has the score of 0, the second one the score of 1 and so on

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:48.127211Z

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Observation 0f2ba16b-1526-45c9-8a14-e7dfbd49335b · outbound

This paper cites The first plan is the most preferred, as it is the only real-world plan and therefore has a preference score of1.0.

The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination The first plan is the most preferred, as it is the only real-world plan and therefore has a preference score of1.0

Reference 144

Resolution: unresolved; no resolver link, observed 2026-08-01T18:27:47.841555Z

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