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Paper Citation Record · LEDGER

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.00648.

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

pith.paper-citation-record.v1
2608.00648 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:24:26.351167Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

48 of 48 outbound references displayed

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Outbound references

Observation bb5856f9-5cf2-4420-9cdd-2fcc069600e2 · outbound

This paper cites An iterative two-phase optimization method based on divide and conquer framework for integrated scheduling of multiple uavs,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems An iterative two-phase optimization method based on divide and conquer framework for integrated scheduling of multiple uavs,

Reference 1

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source=pdf_text observed=2026-08-04T01:24:21.414780Z digest=sha256:e6ebdf2d9375c31fc35d58fc1f5f51c323ebdb4f8039325cc5ebce989e705f73

Observation 35c71247-5967-4284-b3a9-db97098024f4 · outbound

This paper cites Dis- tributed multirobot task assignment via consensus admm,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Dis- tributed multirobot task assignment via consensus admm,

Reference 2

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Observation 15f67512-9a8b-4ba3-a1db-212ee7605677 · outbound

This paper cites Distributed consensus control of multi-agent systems with higher order agent dynamics and dynamically changing directed interaction topologies,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Distributed consensus control of multi-agent systems with higher order agent dynamics and dynamically changing directed interaction topologies,

Reference 3

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Observation 51829d3f-17f2-441a-ad12-52fe20b24113 · outbound

This paper cites Group-based distributed auction algorithms for multi-robot task assignment,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Group-based distributed auction algorithms for multi-robot task assignment,

Reference 4

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source=pdf_text observed=2026-08-04T01:24:21.665882Z digest=sha256:5d3ddc9d0f16a53840c4843ae30b6b2d10815444cfd8ccd13e4e7fbcb394f0a4

Observation 567dffbb-b373-4320-bf09-c38d82f33e89 · outbound

This paper cites Multi-robot task allocation: A review of the state-of-the-art,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Multi-robot task allocation: A review of the state-of-the-art,

Reference 5

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Observation 417464c8-911e-40c0-bac3-9041c52075e9 · outbound

This paper cites Energy efficient multi-robot task allocation constrained by time window and precedence,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Energy efficient multi-robot task allocation constrained by time window and precedence,

Reference 6

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Observation a133643c-dabf-4b6b-8964-11294901c025 · outbound

This paper cites Coalition-based approach to task allocation of multiple robots with resource constraints,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Coalition-based approach to task allocation of multiple robots with resource constraints,

Reference 7

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source=pdf_text observed=2026-08-04T01:24:21.873944Z digest=sha256:80764d843f96750dc77dc11d11c80bb5598c6359ff28b172988b0a1da5abed56

Observation 831a0ed0-d43b-40de-9003-4858c887c086 · outbound

This paper cites Particle swarm optimization algorithm for the optimization of rescue task allocation with uncertain time constraints,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Particle swarm optimization algorithm for the optimization of rescue task allocation with uncertain time constraints,

Reference 8

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source=pdf_text observed=2026-08-04T01:24:21.940584Z digest=sha256:f5972d45596f21d3e1f48320033bc78e01b60c17b551e3b6ec19ddbb1dfb88a4

Observation f11e2408-d3d3-42c8-b94a-ecc750b1acf5 · outbound

This paper cites Integrated task assignment and path planning for capacitated multi- agent pickup and delivery,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Integrated task assignment and path planning for capacitated multi- agent pickup and delivery,

Reference 9

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source=pdf_text observed=2026-08-04T01:24:22.054760Z digest=sha256:e9e8c767530f191fcf9222425fc4ea71cc51ec812af15f530f3f099850f9e4d5

Observation 2ea573ac-2b4f-4ec7-9543-7e8ef7f7e97e · outbound

This paper cites A formal analysis and taxonomy of task allocation in multi-robot systems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems A formal analysis and taxonomy of task allocation in multi-robot systems,

Reference 10

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source=pdf_text observed=2026-08-04T01:24:22.089478Z digest=sha256:72e14a4e2a1ff303f54bbe30d17c736aa35afa7c6fde842f0800d8402f98cdb4

Observation 7f9baa6b-736c-4369-8b49-964b2be22a60 · outbound

This paper cites Integrated task allocation and path coordination for large-scale robot networks with uncertainties,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Integrated task allocation and path coordination for large-scale robot networks with uncertainties,

Reference 11

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source=pdf_text observed=2026-08-04T01:24:22.136001Z digest=sha256:27cb4320b458c58aa901cca16bf2221a473a69835477810fe7cc0210422572ac

Observation 62c39b9c-86cb-4861-b1cc-dacca5295668 · outbound

This paper cites Cooperative multiple task assignment problem with stochastic velocities and time windows for heterogeneous unmanned aerial vehicles using a genetic algorithm,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Cooperative multiple task assignment problem with stochastic velocities and time windows for heterogeneous unmanned aerial vehicles using a genetic algorithm,

Reference 12

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source=pdf_text observed=2026-08-04T01:24:22.220034Z digest=sha256:9148b868c849738028ac29894e6684f8782a8dd838a8121ed9dc5ee4286f9f64

Observation 82bf4dc4-c416-499a-ad65-c0ed32c1efce · outbound

This paper cites Multi-agent distributed optimiza- tion via inexact consensus admm,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Multi-agent distributed optimiza- tion via inexact consensus admm,

Reference 13

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source=pdf_text observed=2026-08-04T01:24:22.258609Z digest=sha256:b0f9c7d45aa88831e29193fc4ea4fab1e642fc0b1994fed5a6dee5e0bb8aa0aa

Observation 9b4d4b0a-abd6-457b-9775-1979c397f9ac · outbound

This paper cites Distributed policy gradient for linear quadratic networked control with limited communication range,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Distributed policy gradient for linear quadratic networked control with limited communication range,

Reference 14

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source=pdf_text observed=2026-08-04T01:24:22.336157Z digest=sha256:abac6d90b0cb44481544efa76a26d269575fc17d4514758fd0fb247d2c8b50d6

Observation 445d65aa-5e0f-4067-8ebf-e8a704ab587d · outbound

This paper cites Consensus-based decentralized auctions for robust task allocation,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Consensus-based decentralized auctions for robust task allocation,

Reference 15

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source=pdf_text observed=2026-08-04T01:24:22.406461Z digest=sha256:6f44a30431d6f660625a7e831f53ff82bafa33ee4034b19e5c6da666355ab36c

Observation 3cd48902-326a-4897-8848-346196ede944 · outbound

This paper cites Reinforcement learning with multiple relational attention for solving vehicle routing problems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Reinforcement learning with multiple relational attention for solving vehicle routing problems,

Reference 16

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source=pdf_text observed=2026-08-04T01:24:22.624771Z digest=sha256:5a01d31de5b4fe9f19d7a2580c8ac2c36c6f35a89339574f0232c337f0c3acda

Observation 65eb3bb0-a359-4b64-9e2a-d76939a66e0c · outbound

This paper cites Consensus-based auction ap- proaches for decentralized task assignment,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Consensus-based auction ap- proaches for decentralized task assignment,

Reference 17

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source=pdf_text observed=2026-08-04T01:24:22.751614Z digest=sha256:3357097b92dfb087e076215e459fb4b6449d34398c4c646b392301d18852bf11

Observation d3ef9302-cde7-4937-b779-1fa699a70ef4 · outbound

This paper cites A heuristic distributed task allocation method for multivehicle multitask problems and its application to search and rescue scenario,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems A heuristic distributed task allocation method for multivehicle multitask problems and its application to search and rescue scenario,

Reference 18

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source=pdf_text observed=2026-08-04T01:24:22.872249Z digest=sha256:a27bc96784af1ddedd5a25b188eb12d4e6222cb704a7a2c97517e68ef7c1522a

Observation 6f066435-d336-4f64-a805-294b0bcdb49d · outbound

This paper cites An asynchronous consensus method with low communication traffic and high efficiency for distributed multi-agent scheduling,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems An asynchronous consensus method with low communication traffic and high efficiency for distributed multi-agent scheduling,

Reference 19

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source=pdf_text observed=2026-08-04T01:24:22.962274Z digest=sha256:f727166c6e437d4e32dd6a5e7ebd2ed2a792bc17a3d6dc07a842a7cd59c58746

Observation a357ac40-4789-4b8c-80af-e34d68c3b3ac · outbound

This paper cites Distributed task assignment for multiple robots under limited communication range,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Distributed task assignment for multiple robots under limited communication range,

Reference 20

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source=pdf_text observed=2026-08-04T01:24:23.063765Z digest=sha256:f2d6ef5894d96039e98a86386f2a17fce6bb867793c3133ebc690368e5653485

Observation 968b20cd-1c88-40a8-8352-1ffe78fa1a9d · outbound

This paper cites Distributed task rescheduling with time constraints for the optimization of total task allocations in a multirobot system,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Distributed task rescheduling with time constraints for the optimization of total task allocations in a multirobot system,

Reference 21

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source=pdf_text observed=2026-08-04T01:24:23.174754Z digest=sha256:38d1d85227fd9bcff4a0c0a6118ecbfe0256f5246936962a94c041acdb154dc2

Observation 5b1680e6-7567-4726-984d-306c7d785fb6 · outbound

This paper cites An efficient distributed task allocation method for maximizing task allocations of multirobot systems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems An efficient distributed task allocation method for maximizing task allocations of multirobot systems,

Reference 22

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Observation 580aaa45-b125-454f-a674-c0f98d0f9fc2 · outbound

This paper cites Communication- efficient decentralized task allocation for large-scale multi-agent sys- tems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Communication- efficient decentralized task allocation for large-scale multi-agent sys- tems,

Reference 23

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Observation 9141d8f7-9c3e-46d0-bc52-d814e3d18a4d · outbound

This paper cites Pointer networks,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Pointer networks,

Reference 24

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source=pdf_text observed=2026-08-04T01:24:23.493214Z digest=sha256:bd128e7d0712350726430ce2c75590110bca108649d2a62cba51b8fd644a3509

Observation 2cc419fe-25fb-4640-aa53-9f89e82eaf97 · outbound

This paper cites Neural Combinatorial Optimization with Reinforcement Learning.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Neural Combinatorial Optimization with Reinforcement Learning

Reference 25

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source=pdf_text observed=2026-08-04T01:24:23.674758Z digest=sha256:a322d5bf6e4ba0d5481d173bd2c1e077185ff27e659ea62abf4cd690b4b0b952

Observation 89d1b39b-76d4-4c10-9092-71095b47eb70 · outbound

This paper cites Learning combinatorial optimization algorithms over graphs,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Learning combinatorial optimization algorithms over graphs,

Reference 26

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source=pdf_text observed=2026-08-04T01:24:23.894937Z digest=sha256:a98c6de0625505d774e4bf0d8a61e1689cb55200ba981aa32c512e983d84cc3f

Observation e0a18bf4-6dcb-4e54-b919-d59f0ff8b81b · outbound

This paper cites An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem

Reference 27

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source=pdf_text observed=2026-08-04T01:24:24.165800Z digest=sha256:f6b181df15d427699a26f07e3699d41f186ff73c996176e270bdd5d986fdecb6

Observation 599ff5e3-aac4-4351-bf0d-523ad0208fc6 · outbound

This paper cites Attention, learn to solve routing problems!.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Attention, learn to solve routing problems!

Reference 28

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source=pdf_text observed=2026-08-04T01:24:24.300907Z digest=sha256:39a515a9d9ad3b57368ff924f177afc6b9bd3374eef23bf9ccd1c3db7e11f8cb

Observation 0c63d70a-c114-41ee-bf37-68ac573a8b89 · outbound

This paper cites Pointerformer: Deep reinforced multi-pointer transformer for the traveling salesman problem,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Pointerformer: Deep reinforced multi-pointer transformer for the traveling salesman problem,

Reference 29

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source=pdf_text observed=2026-08-04T01:24:24.464749Z digest=sha256:8ac8f2cdde9811cc8f815d8b226654baef00288401d8927c3d434ebbcc721d00

Observation 8f6d5e44-40cf-4cb0-ae0f-e3f29cf64b91 · outbound

This paper cites Pomo: Policy optimization with multiple optima for reinforcement learning,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Pomo: Policy optimization with multiple optima for reinforcement learning,

Reference 30

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source=pdf_text observed=2026-08-04T01:24:24.634746Z digest=sha256:62e215e291c21866ac666db797d9aded6d10c7e14e46c792e4b985de6fc5cafc

Observation 94a12dcd-af19-463f-917c-13062750a5bf · outbound

This paper cites Learning to handle complex constraints for vehicle routing problems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Learning to handle complex constraints for vehicle routing problems,

Reference 31

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source=pdf_text observed=2026-08-04T01:24:24.732542Z digest=sha256:695c91a4f75e814692fabcedbc018646e2014a3d9f01cbc589dffbfcbf33d9ee

Observation b0652e1c-cf8d-4eb6-b4f3-44126ff07b1b · outbound

This paper cites Mapdp: Cooperative multi-agent reinforcement learning to solve pickup and delivery problems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Mapdp: Cooperative multi-agent reinforcement learning to solve pickup and delivery problems,

Reference 32

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source=pdf_text observed=2026-08-04T01:24:24.823859Z digest=sha256:9e8c06f6b1a99d06ee78eaa2bffabb1e25557a78f3274a646360399a2774c8c4

Observation b0da0d66-9dfc-4b95-9f56-19d693723b5d · outbound

This paper cites Dl-drl: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-uav,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Dl-drl: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-uav,

Reference 33

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source=pdf_text observed=2026-08-04T01:24:24.952556Z digest=sha256:03ae423d0bfa7c4b794d824b974158ebfa99d1270a3d2a0c043e57f1edb0a55b

Observation 3976841a-aac5-4735-a4bf-5ac1bb938cec · outbound

This paper cites A hierarchical multi-task and multi- agent assignment approach: Learning dqn strategy from execution,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems A hierarchical multi-task and multi- agent assignment approach: Learning dqn strategy from execution,

Reference 34

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source=pdf_text observed=2026-08-04T01:24:25.029396Z digest=sha256:b84caf3e0e04142e6a206279648027c0fa421dff535ab16d1586a8d0f3fbeff3

Observation d3f8cdc9-4834-4aec-93bd-e2917d13aa6f · outbound

This paper cites Learning to allocate time-bound and dynamic tasks to multiple robots using covariant attention neural net- works,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Learning to allocate time-bound and dynamic tasks to multiple robots using covariant attention neural net- works,

Reference 35

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source=pdf_text observed=2026-08-04T01:24:25.073626Z digest=sha256:985d1017d1058b58bad61a3d0fd21468fb5912b5fce921c1929b4e711d29565d

Observation adfb7fc8-a37d-4948-8d8f-9d2e62e77c60 · outbound

This paper cites The complexity of decentralized control of markov decision processes,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems The complexity of decentralized control of markov decision processes,

Reference 36

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Observation e52b13b0-8fd2-4cd5-81c3-89b14984042e · outbound

This paper cites Egam: Extended graph attention model for solving routing problems,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Egam: Extended graph attention model for solving routing problems,

Reference 37

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Observation 55043c0e-03e9-4508-ae59-ffe800727275 · outbound

This paper cites Attention is all you need,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Attention is all you need,

Reference 38

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Observation bef6fff9-53a5-4dd1-89f7-d30e93ee2541 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 39

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Observation f5d384cd-0dfb-4920-addb-09462a23922c · outbound

This paper cites Deep residual learning for image recognition,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Deep residual learning for image recognition,

Reference 40

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source=pdf_text observed=2026-08-04T01:24:25.552748Z digest=sha256:9346e42a3eead6a36cb3b5fa857ac08dec8de97cfbc968877f8880ea2cea41a4

Observation 58fa039d-2f7b-4088-95a5-e9b2eb806c1d · outbound

This paper cites Layer Normalization.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Layer Normalization

Reference 41

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source=pdf_text observed=2026-08-04T01:24:25.656785Z digest=sha256:f1740b5fca42ffcf1d626c7f49fa369557505059dac6563d213ee41a2e904e3c

Observation 21ba72b1-de78-4e13-8c40-8731d86a16b7 · outbound

This paper cites Multi-agent actor-critic for mixed cooperative-competitive environ- ments,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Multi-agent actor-critic for mixed cooperative-competitive environ- ments,

Reference 42

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Observation 19e0f4cd-d101-4853-9785-8a23e6577714 · outbound

This paper cites The surprising effectiveness of ppo in cooperative multi-agent games,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems The surprising effectiveness of ppo in cooperative multi-agent games,

Reference 43

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Observation 24fa474f-25e9-4557-979a-8e5b1d932f43 · outbound

This paper cites Simple statistical gradient-following algorithms for connectionist reinforcement learning,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Simple statistical gradient-following algorithms for connectionist reinforcement learning,

Reference 44

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Observation a3863cd7-8814-4d89-b76d-0ff1ce1d3275 · outbound

This paper cites Sym-nco: Leveraging symmetricity for neural combinatorial optimization,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Sym-nco: Leveraging symmetricity for neural combinatorial optimization,

Reference 45

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source=pdf_text observed=2026-08-04T01:24:26.120506Z digest=sha256:02b7ad8a7ce3db1492fedc9d74e88190d957bc493a6781b5e3b55299102682a0

Observation 976b66d4-9c96-4572-9ad8-e9c2866559d5 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 46

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Observation 0656bde9-ecaa-425e-b3a9-d9cb9b6e5acc · outbound

This paper cites Adam: A method for stochastic optimiza- tion,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Adam: A method for stochastic optimiza- tion,

Reference 47

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Observation 83c16283-2e03-43f7-ad70-ee36ec718d81 · outbound

This paper cites Learning the travelling salesperson problem requires rethinking generalization,.

MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Learning the travelling salesperson problem requires rethinking generalization,

Reference 48

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Pith citing papers

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