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Paper Citation Record · LEDGER

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game

As of 19 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2506.18126.

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

pith.paper-citation-record.v1
2506.18126 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:01:08.418006Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

56 of 56 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87d82415-cad8-4838-b39b-1ca6e7258991 · outbound

This paper cites Meta reinforcement learning for strategic IoT deployments coverage in disaster-response UA V swarms,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Meta reinforcement learning for strategic IoT deployments coverage in disaster-response UA V swarms,

Reference 1

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 21e8f11d-8194-40ec-9e3f-c51a27c18eb1 · outbound

This paper cites A distributed control framework for a team of unmanned aerial vehicles for dynamic wildfire tracking,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game A distributed control framework for a team of unmanned aerial vehicles for dynamic wildfire tracking,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 29bb12f8-13a6-48f5-b6ce-0426e09b1ad5 · outbound

This paper cites Transfer reinforcement learning for multi-agent pursuit- evasion differential game with obstacles in a continuous environment,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Transfer reinforcement learning for multi-agent pursuit- evasion differential game with obstacles in a continuous environment,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3376e5cc-f667-46cd-9e79-c7ff5a89cd23 · outbound

This paper cites Consensus, cooperative learning, and flocking for multiagent predator avoidance,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Consensus, cooperative learning, and flocking for multiagent predator avoidance,

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e62f8ab1-e538-4e44-b499-7ab9f0c7d3ce · outbound

This paper cites Multi robot surveillance and planning in limited communication environments,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Multi robot surveillance and planning in limited communication environments,

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5ac658bf-a9d3-482a-a959-cb1149bc3263 · outbound

This paper cites Decentralized function approximated Q-learning in multi-robot systems for predator avoidance,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Decentralized function approximated Q-learning in multi-robot systems for predator avoidance,

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6052cfd9-13c6-4a57-bcd0-83451da9b67f · outbound

This paper cites A pursuit-evasion game on a real-city virtual simulation platform based on multi-agent reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game A pursuit-evasion game on a real-city virtual simulation platform based on multi-agent reinforcement learning,

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f539e8dc-9f85-4654-857e-fae9907fafb3 · outbound

This paper cites Multiagent formation control and dynamic obstacle avoidance based on deep reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Multiagent formation control and dynamic obstacle avoidance based on deep reinforcement learning,

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e1ca6aef-a7b1-413c-a517-bc23ae4052ba · outbound

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

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Multi-agent actor-critic for mixed cooperative- competitive environments,

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e57dd751-9193-4a67-98a9-73137e8cef11 · outbound

This paper cites Collision-avoiding flocking with multiple fixed-wing UA Vs in obstacle-cluttered environments: A task-specific curriculum- based MADRL approach,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Collision-avoiding flocking with multiple fixed-wing UA Vs in obstacle-cluttered environments: A task-specific curriculum- based MADRL approach,

Reference 10

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fe94b017-23b4-4c95-82bb-4d47e6da97b7 · outbound

This paper cites NVIF: Neighboring variational information flow for cooperative large-scale multiagent reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game NVIF: Neighboring variational information flow for cooperative large-scale multiagent reinforcement learning,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a510f6d9-c9f0-43d5-922d-6c5d30640ee3 · outbound

This paper cites Monotonic value function factorisation for deep multi- agent reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Monotonic value function factorisation for deep multi- agent reinforcement learning,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 20724c0e-9312-422b-a297-c07c1e206966 · outbound

This paper cites Efficient multi-agent communication via self-supervised information aggregation,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Efficient multi-agent communication via self-supervised information aggregation,

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bf4bb3d3-463b-4649-88db-196804d46f2a · outbound

This paper cites Maximum entropy heterogeneous-agent reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Maximum entropy heterogeneous-agent reinforcement learning,

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e8bec119-69c5-4f43-8418-68fa9b42b0d9 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Proximal Policy Optimization Algorithms

Reference 15

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Source-reported events for the cited work

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Observation f2018717-3295-4912-a332-7208f2822206 · outbound

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

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game The surprising effectiveness of ppo in cooperative multi- agent games,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e29a62f4-1892-470f-ab72-85290fa587b8 · outbound

This paper cites Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning

Reference 17

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 90f5a988-50ff-4dbf-8c15-246f00ecfc78 · outbound

This paper cites Relative distributed formation and obstacle avoidance with multi-agent reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Relative distributed formation and obstacle avoidance with multi-agent reinforcement learning,

Reference 18

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f73ccf7d-fc11-4b8f-8a4b-b0ddd428ea11 · outbound

This paper cites Hierarchical and stable multiagent reinforcement learning for cooperative navigation control,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Hierarchical and stable multiagent reinforcement learning for cooperative navigation control,

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 85b3805e-8781-4b44-b28f-e3de32c959a8 · outbound

This paper cites Self-Critical Alternate Learning based Semantic Broadcast Communication.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Self-Critical Alternate Learning based Semantic Broadcast Communication

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d3f6b8a9-70e7-4be3-a21e-fa2b26b50ee8 · outbound

This paper cites A survey of multi-agent deep reinforcement learning with communication,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game A survey of multi-agent deep reinforcement learning with communication,

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cd8006f4-bd86-41dd-9319-f8109aa0f979 · outbound

This paper cites Consensus in multi-agent systems: A review,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Consensus in multi-agent systems: A review,

Reference 22

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4ed41304-a024-4fed-bcd6-b817f0fce36d · outbound

This paper cites Data-based optimal consensus control for multiagent systems with policy gradient reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Data-based optimal consensus control for multiagent systems with policy gradient reinforcement learning,

Reference 23

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4062e643-f7fc-4b1d-9789-02d030673b4b · outbound

This paper cites Learning multiagent communication with back- propagation,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Learning multiagent communication with back- propagation,

Reference 24

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9ecefbdd-b7e2-4655-9f8a-8db14c289246 · outbound

This paper cites TarMAC: Targeted multi-agent communication,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game TarMAC: Targeted multi-agent communication,

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a139f122-0872-4eca-80bb-f5c442624f8b · outbound

This paper cites Communication in multi-agent reinforcement learning: Intention sharing,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Communication in multi-agent reinforcement learning: Intention sharing,

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.298638Z digest=sha256:db6e852509d0f349a6594be8d8cb4c6aee338596b23d1f0ddea2db904c3a7819

Observation 98559a30-36c2-4fa1-b231-a9b29ff1bff0 · outbound

This paper cites ToM2C: Target-oriented multi-agent communication and cooperation with theory of mind,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game ToM2C: Target-oriented multi-agent communication and cooperation with theory of mind,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:09.038923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 83699ba6-599c-4379-b878-c639cad46e11 · outbound

This paper cites Consensus learning for cooperative multi-agent rein- forcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Consensus learning for cooperative multi-agent rein- forcement learning,

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.306569Z digest=sha256:58e6bf43778869561f52f91a53bf53bb94ab9f4cb9abc4832dd060884ba26ae5

Observation 33bb4d03-155e-4329-83e5-b81199b4fe66 · outbound

This paper cites Hierarchical reinforcement learning: A comprehensive survey,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Hierarchical reinforcement learning: A comprehensive survey,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:09.009993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.310225Z digest=sha256:a83563ea773ae2645eba788da615b5ddb02bcf1d4c1f034cee795ec6ec32f1c7

Observation e5a09147-7440-49b1-89e8-9f03ea130c19 · outbound

This paper cites Ase: Large-scale reusable adversarial skill embed- dings for physically simulated characters,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Ase: Large-scale reusable adversarial skill embed- dings for physically simulated characters,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.996479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 73ab687a-bc50-4427-a8b3-68d5b9363761 · outbound

This paper cites Autonomous obstacle avoidance and target tracking of UA V based on deep reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Autonomous obstacle avoidance and target tracking of UA V based on deep reinforcement learning,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.985014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.318299Z digest=sha256:fd440be8e00143029049223e3a5317ae78be10978c304a53ee8f644d98923d01

Observation 7039541d-9dbf-4e0e-ac34-2a6c66ce0789 · outbound

This paper cites Game of drones: Multi-UA V pursuit-evasion game with online motion planning by deep reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Game of drones: Multi-UA V pursuit-evasion game with online motion planning by deep reinforcement learning,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.972438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.321999Z digest=sha256:a6e329193ca7a712cce8b0a04290b9e6f3b3034a62a16b40427ee03b70e0c4bc

Observation 1e53a3c3-6059-4422-a31d-778d7d4da0a1 · outbound

This paper cites Large scale pursuit-evasion under collision avoidance using deep reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Large scale pursuit-evasion under collision avoidance using deep reinforcement learning,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.956071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.325864Z digest=sha256:9efdd15a67d16efbf2e02abc62031916661703e742fd7b539288938cdf716fe2

Observation eba45ea3-770d-4a67-af7b-2635046d0a24 · outbound

This paper cites Multi-agent cooperative pursuit-defense strategy against one single attacker,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Multi-agent cooperative pursuit-defense strategy against one single attacker,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.943992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.329475Z digest=sha256:55bdfd0f95e34126a57afe22a636ce5f2c0d1711514e3b36ac4af58c67cdf984

Observation 23e8865a-2b92-4d2f-9d20-669b615af558 · outbound

This paper cites Feudal reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Feudal reinforcement learning,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.926628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.333544Z digest=sha256:b8db8387f07a8aeabcdc81d77ad5412fd38dc8224719bc072eeb9cb6b4231b45

Observation 64d907f0-2d3b-4b2b-abde-50359a16ab93 · outbound

This paper cites Hierarchical reinforcement learning with the maxq value function decomposition,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Hierarchical reinforcement learning with the maxq value function decomposition,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.914393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.337176Z digest=sha256:0b3cff1fdc705c0a0388a2e1aa27935ffd1b17c3c1e0aa123990df82a0af5de4

Observation 24dbce73-3dd2-45cf-b026-99eac3547bf3 · outbound

This paper cites The option-critic architecture,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game The option-critic architecture,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.769027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.340958Z digest=sha256:f10fbb37df78a0f8436f04c24bd1c08912d2e6a05829a9a0482b846e2f713433

Observation ca7df706-ce4c-4618-b77c-fca2932b4977 · outbound

This paper cites Learning Multi-Level Hierarchies with Hindsight.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Learning Multi-Level Hierarchies with Hindsight

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T19:01:08.344501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:01:08.344501Z digest=sha256:eb2a5debd21a5bf5ee0da0e3aef314e30d56c7e0040e2cdacac806d09ce65c44

Observation 96427d84-5751-427b-ad4e-18a978adb133 · outbound

This paper cites Px4: A node-based multithreaded open source robotics framework for deeply embedded platforms,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Px4: A node-based multithreaded open source robotics framework for deeply embedded platforms,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.755825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.348465Z digest=sha256:d95691b25bbbdf36b867863a81e1c65f5e57cabdcde3a566847af8aeddb1b1ad

Observation 32ce956b-4409-4ebd-88a9-610ffd6741d8 · outbound

This paper cites Modelling, identification and control of a quadrotor helicopter,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Modelling, identification and control of a quadrotor helicopter,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.743568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.352225Z digest=sha256:2fa05078662d1ae2a3bc2f6d6e98759f09058829831f6a5e44f936158a9ed04c

Observation c4b4d9fb-a4b4-405d-bfd2-02c591ca9000 · outbound

This paper cites Long-term tracking of evasive urban target based on intention inference and deep reinforcement learning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Long-term tracking of evasive urban target based on intention inference and deep reinforcement learning,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.729880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.356068Z digest=sha256:85e8c6afaeffd64269b2b5c96a7acda40a2e27fc24a79f8ee59cc7d8d4c5b464

Observation 14dd53f6-3279-47b1-9963-9754e3c1f698 · outbound

This paper cites Flexible formation control using hausdorff distance: A multi-agent reinforcement learning approach,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Flexible formation control using hausdorff distance: A multi-agent reinforcement learning approach,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.717072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.359622Z digest=sha256:8a7ea7044eac6359ec7f8ef3ce30b1b8fc38f3fd439298e8f9979d4394b799cc

Observation c91afaa3-ef18-44d9-8c3e-8d7e610c4528 · outbound

This paper cites High-dimensional continuous control using gen- eralized advantage estimation,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game High-dimensional continuous control using gen- eralized advantage estimation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.704986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.364318Z digest=sha256:06fb05ca57d91a6031dfc89e97dc90462f349c4f51f5f943609919fbe0ae09a0

Observation facc8826-b98c-4104-8568-e5b32d2c381a · outbound

This paper cites Policy distillation,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Policy distillation,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.692360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.368112Z digest=sha256:7131ae55ace93dfb6a9ac2ecf1d98d3b702090f3a791a8ee2806e9344916d266

Observation 88149d4d-37be-40b1-b28c-0d3d202760c6 · outbound

This paper cites Attention is all you need,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Attention is all you need,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.680471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.372174Z digest=sha256:4db11df8a1fb556be8a114488db7bad441844af177a4cc04d42acc4f2536fc4f

Observation 4c528a61-7662-4287-a5f5-f88870fa00ae · outbound

This paper cites Design and use paradigms for gazebo, an open-source multi-robot simulator,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Design and use paradigms for gazebo, an open-source multi-robot simulator,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.668318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.375849Z digest=sha256:3bb3713ba87ec59a74f3ff9329be0015a697b80ede62aaf1861b0eb4c51116f0

Observation 8f00d8bd-9690-481d-9d37-20c3c8bcf040 · outbound

This paper cites Recent progress on 3gpp 5g positioning,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Recent progress on 3gpp 5g positioning,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.656046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.379547Z digest=sha256:37d851dc2e4de2fa4e3e4fcb6c7142f109c82f744cf456f13712bd73ee681c8b

Observation 83523243-86f7-4116-9d9c-eaafd791e943 · outbound

This paper cites Precise Payload Delivery via Unmanned Aerial Vehicles: An Approach Using Object Detection Algorithms.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Precise Payload Delivery via Unmanned Aerial Vehicles: An Approach Using Object Detection Algorithms

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T19:01:08.383189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:01:08.383189Z digest=sha256:ea7dba691c86425a68a33add64a2a81e6f68ab501dc1550a49f5ed1d847e0710

Observation 8cd2cc43-6a98-4c62-9a65-4db2212a7792 · outbound

This paper cites Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.642607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.387873Z digest=sha256:8b32420ceaa131c0f07fdd1456279ca46bcf60edc1eb801552124951aa54719a

Observation 7434332f-29fc-4f6a-8c8a-aac7bf72bfca · outbound

This paper cites Xtdrone: A customizable multi-rotor UA Vs simulation platform,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Xtdrone: A customizable multi-rotor UA Vs simulation platform,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.624638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.391899Z digest=sha256:95ab4cb1059faa10256484ead3354173ca6cb76700dd395f8978f94ae6191f7e

Observation 7890b44e-ef28-43e8-90fc-bf055346fd9f · outbound

This paper cites Efficient and scalable reinforcement learning for large- scale network control,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Efficient and scalable reinforcement learning for large- scale network control,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.609052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.396557Z digest=sha256:cc9d2d6f7040e495acc2a60c22a14f90b1d5790c617baa147d86a2bfff7a47da

Observation 603369eb-6e78-41f2-a0b6-83101db23758 · outbound

This paper cites An attention mechanism and adaptive accuracy triple- dependent maddpg formation control method for hybrid uavs,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game An attention mechanism and adaptive accuracy triple- dependent maddpg formation control method for hybrid uavs,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.594648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.400658Z digest=sha256:20f6006a0d20e291eb60a4e5e8ff59477336bfda6185105914f2ca0842370338

Observation 8a92039a-e59f-4f6b-9db3-f36e5f07bcd1 · outbound

This paper cites Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-15T19:01:08.462969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.404951Z digest=sha256:6793d3d10bf1a0f2f54e0fa2f600e3f141581b7b498a507f23a0796f612eebf2

Observation 3e315198-bfdb-44ac-ae59-03d828968a01 · outbound

This paper cites Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.580847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.409444Z digest=sha256:3f216c9b7f311da4998ca858dfb0190cb954beede0dd85c34bf2ad1022111f4b

Observation b13e96ac-9e39-4424-85bb-113355e253b9 · outbound

This paper cites Policy gradient methods for reinforcement learning with function approximation,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Policy gradient methods for reinforcement learning with function approximation,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.567655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.413855Z digest=sha256:99ef3b6ed7dc0a069828602e95537f64bbdde4079d39ca97f4537cada5ec97dd

Observation fde98ebc-5428-4e2f-8d3e-f2f03f23224c · outbound

This paper cites Learning to utilize shaping rewards: A new approach of reward shaping,.

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game Learning to utilize shaping rewards: A new approach of reward shaping,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:01:08.554628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:01:08.418006Z digest=sha256:9a1e9351ae6ceba4858c8372735a081013e60714a450dfd8d106b698830a1d20

Pith citing papers

No inbound Pith citation observations are available.