Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T01:24:26.351167Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T01:24:26.351167Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bb5856f9-5cf2-4420-9cdd-2fcc069600e2 · outbound
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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Observation 35c71247-5967-4284-b3a9-db97098024f4 · outbound
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
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
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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Observation 567dffbb-b373-4320-bf09-c38d82f33e89 · outbound
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
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
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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Observation 831a0ed0-d43b-40de-9003-4858c887c086 · outbound
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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Observation f11e2408-d3d3-42c8-b94a-ecc750b1acf5 · outbound
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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Observation 2ea573ac-2b4f-4ec7-9543-7e8ef7f7e97e · outbound
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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Observation 7f9baa6b-736c-4369-8b49-964b2be22a60 · outbound
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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Observation 62c39b9c-86cb-4861-b1cc-dacca5295668 · outbound
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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Observation 82bf4dc4-c416-499a-ad65-c0ed32c1efce · outbound
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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Observation 9b4d4b0a-abd6-457b-9775-1979c397f9ac · outbound
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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Observation 445d65aa-5e0f-4067-8ebf-e8a704ab587d · outbound
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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Observation 3cd48902-326a-4897-8848-346196ede944 · outbound
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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Observation 65eb3bb0-a359-4b64-9e2a-d76939a66e0c · outbound
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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Observation d3ef9302-cde7-4937-b779-1fa699a70ef4 · outbound
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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Observation 6f066435-d336-4f64-a805-294b0bcdb49d · outbound
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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Observation a357ac40-4789-4b8c-80af-e34d68c3b3ac · outbound
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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Observation 968b20cd-1c88-40a8-8352-1ffe78fa1a9d · outbound
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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Observation 5b1680e6-7567-4726-984d-306c7d785fb6 · outbound
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
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
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Pointer networks,
Reference 24
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Observation 2cc419fe-25fb-4640-aa53-9f89e82eaf97 · outbound
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Neural Combinatorial Optimization with Reinforcement Learning
Reference 25
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Observation 89d1b39b-76d4-4c10-9092-71095b47eb70 · outbound
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Learning combinatorial optimization algorithms over graphs,
Reference 26
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Observation e0a18bf4-6dcb-4e54-b919-d59f0ff8b81b · outbound
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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Observation 599ff5e3-aac4-4351-bf0d-523ad0208fc6 · outbound
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Attention, learn to solve routing problems!
Reference 28
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Observation 0c63d70a-c114-41ee-bf37-68ac573a8b89 · outbound
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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Observation 8f6d5e44-40cf-4cb0-ae0f-e3f29cf64b91 · outbound
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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Observation 94a12dcd-af19-463f-917c-13062750a5bf · outbound
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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Observation b0652e1c-cf8d-4eb6-b4f3-44126ff07b1b · outbound
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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Unavailable: canonical work link unavailable.
Observation b0da0d66-9dfc-4b95-9f56-19d693723b5d · outbound
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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Observation 3976841a-aac5-4735-a4bf-5ac1bb938cec · outbound
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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Observation d3f8cdc9-4834-4aec-93bd-e2917d13aa6f · outbound
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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Observation adfb7fc8-a37d-4948-8d8f-9d2e62e77c60 · outbound
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
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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Unavailable: canonical work link unavailable.
Observation 55043c0e-03e9-4508-ae59-ffe800727275 · outbound
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
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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Unavailable: canonical work link unavailable.
Observation f5d384cd-0dfb-4920-addb-09462a23922c · outbound
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Deep residual learning for image recognition,
Reference 40
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Observation 58fa039d-2f7b-4088-95a5-e9b2eb806c1d · outbound
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems Layer Normalization
Reference 41
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Observation 21ba72b1-de78-4e13-8c40-8731d86a16b7 · outbound
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
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
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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Unavailable: canonical work link unavailable.
Observation a3863cd7-8814-4d89-b76d-0ff1ce1d3275 · outbound
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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Observation 976b66d4-9c96-4572-9ad8-e9c2866559d5 · outbound
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
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
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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No inbound Pith citation observations are available.