Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:36:02.827053Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2502.03845.
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 2026-08-09T00:36:02.827053Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T16:41:58.870095Z
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ebf6c091-f21a-435d-9737-c8d7ea22c9f8 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Smarts: An open-source scalable multi-agent RL training school for autonomous driving,
Reference 1
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 074caef1-3b91-4ce3-a970-4fc88c8500d6 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Deep reinforcement learning for swarm systems,
Reference 2
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 805a03b0-ced8-4bee-9b50-6398792c7a79 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Smart grid for industry using multi-agent reinforcement learning,
Reference 3
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 4a5dbd5a-1110-406a-86ea-24336ce32e0b · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Mo-mix: Multi-objective multi- agent cooperative decision-making with deep reinforcement learning,
Reference 4
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 1838305b-cb9f-4650-bbf4-2636dc334dda · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Biases for emergent communication in multi-agent reinforcement learning,
Reference 5
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 d8349410-3d8a-4447-b453-2b309108bb48 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning to ground multi-agent communication with autoencoders,
Reference 6
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 7d139353-9bde-4b59-87de-0a2f0fac572d · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication The surprising effectiveness of ppo in cooperative multi-agent games,
Reference 7
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 e77e2ada-4d62-4cec-8353-e67e392d8900 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Interaction pattern disentangling for multi-agent reinforcement learning,
Reference 8
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 0f032820-47d9-4d75-8139-34875279f20e · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Counterfactual multi-agent policy gradients,
Reference 9
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 326ac0e4-72a9-4b8f-b632-7cb4b62ce62e · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Multi-agent actor-critic for mixed cooperative-competitive environ- ments,
Reference 10
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 472f6a1e-e56f-4dce-b7b4-d6811826b951 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Towards understanding cooperative multi-agent q-learning with value factorization,
Reference 11
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 6b4ae96a-c018-4e75-b1ed-a66f0f8e0945 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Metadrive: Composing diverse driving scenarios for generalizable reinforcement learning,
Reference 12
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 2a476d19-6c3b-41f8-918a-8465ca6295e2 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Monotonic value function factorisation for deep multi- agent reinforcement learning,
Reference 13
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 830826de-622a-45a2-af3b-fdffd7a2e8d5 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Value-Decomposition Networks For Cooperative Multi-Agent Learning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c4df2d8-7d9d-45c9-b061-ab20c5fe0721 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82a77aad-9af6-4ab8-8dbf-a189106733df · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning nearly decom- posable value functions via communication minimization,
Reference 16
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 b9519fd9-342e-484d-a658-a505fd85e9dc · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Qplex: Duplex dueling multi-agent q-learning,
Reference 17
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 6c37af89-3659-4ce9-9410-31f5d6df6b3b · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning individually inferred commu- nication for multi-agent cooperation,
Reference 18
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 df454d96-5071-40be-82b5-22e17e2517df · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Multi- agent concentrative coordination with decentralized task representation,
Reference 19
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 fc9b4292-eadc-47a4-a9c7-8d93bcc6f83e · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning to communicate with deep multi-agent reinforcement learning,
Reference 20
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 c6658c82-8f37-4dfe-8140-ad406f090798 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning multiagent commu- nication with backpropagation,
Reference 21
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 3340f4bb-d30d-499b-97d6-20c512fa7ffc · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning attentional communication for multi-agent cooperation,
Reference 22
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 066bcf6f-1055-4e39-9e26-228af39afe51 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 861a0bd6-15b4-4a98-975a-94934d41310c · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Graph Convolutional Reinforcement Learning
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bc4a4f5-762e-483e-b440-7f18341675a4 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Multi-agent graph-attention communication and teaming,
Reference 25
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 d279d4d4-9043-4d43-b88c-fb39e1a64e82 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Multi-agent game abstraction via graph attention neural network,
Reference 26
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 bd610cc0-5953-4e58-aa45-75e56a729d5f · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Efficient multi-agent communication via self-supervised information aggregation,
Reference 27
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 57e94d9b-5e42-49e7-a8bc-9318cd327696 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Denoising diffusion probabilistic models,
Reference 28
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 2d96dc11-a0f8-4d90-ac76-82765be09c38 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Mildly conservative q-learning for offline reinforcement learning,
Reference 29
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 c0abf8a1-1a10-4a43-a0a5-d0a1bbc60a03 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Learning multi-agent communication through structured attentive reasoning,
Reference 30
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 02cc4699-4e89-4fc7-8b34-6dc68c7969ea · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication The StarCraft Multi-Agent Challenge
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb735f31-3e5b-4903-b646-d0d9a1039e08 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Social networks and cooperation in hunter-gatherers,
Reference 32
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 1e6d0ac1-c02c-407d-b837-8e3ee780ce26 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Structured cooperative reinforcement learning with time-varying composite action space,
Reference 33
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 21515b20-24fe-4446-8c47-e88aacb8dcdf · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Succinct and robust multi-agent communication with temporal message control,
Reference 34
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 90ce455f-aa04-41dc-8d70-293e9d17701a · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Deterministic policy gradient algorithms,
Reference 35
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 b395e324-7186-4faa-b65f-f37c6855d601 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Qtran: Learning to factorize with transformation for cooperative multi-agent reinforcement learning,
Reference 36
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 19020127-f45c-4cf4-9a49-c25c7cea3b2f · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Tarmac: Targeted multi-agent communication,
Reference 37
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 227f4901-a817-4c67-8dc8-b20948735830 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Robust multi- agent communication with graph information bottleneck optimization,
Reference 38
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 07a0e3ca-5acf-4fb9-8496-0961b2042eec · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Generative adversarial nets,
Reference 39
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 8a3c42ab-e4a1-4259-aa21-abc56b49879d · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b7b8882-f93b-4cf5-9ae9-78bfbd327a4f · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Photo-realistic single image super-resolution using a generative adversarial network,
Reference 41
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 698c4696-eaba-45bd-bfa4-750d62c7dec6 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Progressive Growing of GANs for Improved Quality, Stability, and Variation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb65e13e-fb9c-4b97-b000-08d5cc83082c · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Banach wasserstein gan,
Reference 43
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 c1370729-bd2f-4863-8528-54c9a99f0a87 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication High- resolution image inpainting using multi-scale neural patch synthesis,
Reference 44
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 f747bf49-58ed-423d-a658-d69edf4acad5 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Unpaired image-to-image translation using cycle-consistent adversarial networks,
Reference 45
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 b8ba8824-e609-4681-9eec-d325965992a4 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Human-level control through deep reinforcement learning,
Reference 46
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 19e4505a-cae1-439d-ab0c-1f53b8a1f0e8 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication An information theory perspective on variance-invariance- covariance regularization,
Reference 47
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 64cc577d-7801-4f16-a413-213d05f30675 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Attention is all you need,
Reference 48
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 c7e05151-45f5-4c34-a4a1-ca4f7a3d00a3 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication U-net: Convolutional networks for biomedical image segmentation,
Reference 49
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 485639cf-2548-45c7-bd80-25388ee87c7d · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Mish: A Self Regularized Non-Monotonic Activation Function
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df9c1fca-f757-4566-853e-4a3e2ba998f6 · outbound
PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4cfb415-bee1-4580-9c75-5ec4a5952522 · inbound
Value-Aware Prediction for Robust Multi-Agent Coordination Under Communication Loss PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.