Paper Citation Record · LEDGER

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster

As of 22 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2605.31023.

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

pith.paper-citation-record.v1
2605.31023 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T22:41:18.598462Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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 exact3
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03244d48-b006-4cbe-a8bc-8a4acad18fa7 · outbound

This paper cites Agile earth observation satellite scheduling over 20 years: Formulations, methods, and future directions,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Agile earth observation satellite scheduling over 20 years: Formulations, methods, and future directions,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09095fa5-e7a8-4fc8-9c94-e05ccf520a9a · outbound

This paper cites A mixed integer linear program- ming model for multi-satellite scheduling,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster A mixed integer linear program- ming model for multi-satellite scheduling,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b0f3cc-2f4a-4689-962e-42da5a41f873 · outbound

This paper cites Optimal target sequencing in the agile earth-observing satellite scheduling problem using learned dynamics,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Optimal target sequencing in the agile earth-observing satellite scheduling problem using learned dynamics,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e67ecff-b629-4561-8107-6ff481cba2db · outbound

This paper cites Dense points aggregation for efficient and collaborative earth-imaging task planning,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Dense points aggregation for efficient and collaborative earth-imaging task planning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21ceb402-11bb-47a5-becd-6aba720c9b0f · outbound

This paper cites Mission planning for distributed multiple agile earth observing satellites by attention-based deep reinforce- ment learning method,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Mission planning for distributed multiple agile earth observing satellites by attention-based deep reinforce- ment learning method,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa33da7-3d94-47aa-86a8-f8d6984fe763 · outbound

This paper cites Objective task matching strategy for multi-satellite imaging mission planning in complex heterogeneous scenar- ios,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Objective task matching strategy for multi-satellite imaging mission planning in complex heterogeneous scenar- ios,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c99c6b4f-4fd6-4cd5-9916-664996171f18 · outbound

This paper cites Applying autonomy to dis- tributed satellite systems: Trends, challenges, and future prospects,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Applying autonomy to dis- tributed satellite systems: Trends, challenges, and future prospects,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a591fe-8ce0-40ae-86e1-89d09a95cd22 · outbound

This paper cites Task allocation strategies for cooperative task planning of multi-autonomous satellite constellation,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Task allocation strategies for cooperative task planning of multi-autonomous satellite constellation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c6b3d8-9936-476c-9740-02b97eaba28c · outbound

This paper cites Novasar-s low cost spaceborne sar payload design, development and deployment of a new benchmark in spaceborne radar,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Novasar-s low cost spaceborne sar payload design, development and deployment of a new benchmark in spaceborne radar,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8047f4f5-e048-4cd8-901d-ea5a41e053b6 · outbound

This paper cites Optisar-net: A cross-domain ship detec- tion method for multi-source remote sensing data,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Optisar-net: A cross-domain ship detec- tion method for multi-source remote sensing data,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1510888e-68be-4220-909b-0cc113d0f169 · outbound

This paper cites Spacecraft formation flying orbital control for earth observation mission,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Spacecraft formation flying orbital control for earth observation mission,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a8c767f-ae74-4e93-af1b-259f350a5932 · outbound

This paper cites Optimal surveillance schedul- ing for multiple sar-eo satellite train constellation,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Optimal surveillance schedul- ing for multiple sar-eo satellite train constellation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece74478-d230-43ec-875c-2f39bb40d706 · outbound

This paper cites Single-agent reinforce- ment learning for scalable earth-observing satellite constellation opera- tions,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Single-agent reinforce- ment learning for scalable earth-observing satellite constellation opera- tions,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16ef986-6fc4-4296-b46b-a1e2d4834e21 · outbound

This paper cites Bsk-rl: Modular, high-fidelity reinforce- ment learning environments for spacecraft tasking,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Bsk-rl: Modular, high-fidelity reinforce- ment learning environments for spacecraft tasking,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0549f199-d728-4973-b945-3de4d3d2c707 · outbound

This paper cites Adynamicandcollaborative spectrum sharing strategy based on multi-agent drl in satellite-terrestrial converged networks,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Adynamicandcollaborative spectrum sharing strategy based on multi-agent drl in satellite-terrestrial converged networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f070f7a-6e78-4212-a0d8-0ecc893b9500 · outbound

This paper cites Reinforcement learning for multi-satellite agile earth observing scheduling under various communica- tion assumptions,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Reinforcement learning for multi-satellite agile earth observing scheduling under various communica- tion assumptions,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f02d62-5c62-44ab-8006-900eda989cd6 · outbound

This paper cites Reinforcement learning for earth-observing satelliteautonomywithevent-basedtaskintervals,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Reinforcement learning for earth-observing satelliteautonomywithevent-basedtaskintervals,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe104197-ba44-4285-8abc-ca95d951cc28 · outbound

This paper cites A survey on multi-agent reinforcement learning and its application,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster A survey on multi-agent reinforcement learning and its application,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc6d8f86-3fa3-4621-a69a-7d4299c15f21 · outbound

This paper cites Multi-agent reinforcement learning for resources allocation optimization: a survey,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Multi-agent reinforcement learning for resources allocation optimization: a survey,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d0bd7ab-a96f-4b30-9e50-a38bcd5045b0 · outbound

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

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster The surprising effectiveness of ppo in cooperative multi-agent games,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1132a1b-2236-4c62-8ba3-34751c4a1be7 · outbound

This paper cites Heterogeneous- agent reinforcement learning,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Heterogeneous- agent reinforcement learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914eb24f-f385-4cfa-9e42-a7e164e8971e · outbound

This paper cites Using en- hanced simulation environments to accelerate reinforcement learning for long-durationsatelliteautonomy,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Using en- hanced simulation environments to accelerate reinforcement learning for long-durationsatelliteautonomy,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da681db8-4d9e-4dc9-a6f7-4d19a5268fa8 · outbound

This paper cites Proximal Policy Optimization Algorithms.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Proximal Policy Optimization Algorithms

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-28T22:42:46.215951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aabc2743-303f-4f13-82b6-e857f62c813e · outbound

This paper cites Multi- agent reinforcement learning is a sequence modeling problem,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Multi- agent reinforcement learning is a sequence modeling problem,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e1d97dd-6d71-4f1d-935d-5d7a616cc4a5 · outbound

This paper cites UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.213375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ed0ff88e-80c7-4419-92bd-d6e87ac24a74 · outbound

This paper cites Differential Transformer.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Differential Transformer

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.218513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3b674fed-7834-4d5f-a870-a4f8c9115f7e · outbound

This paper cites Attention is all you need,.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Attention is all you need,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T22:41:18.598462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.