Paper Citation Record · LEDGER

Ant swarm functional control via stigmergic Reinforcement Learning agents

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2607.17709.

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

pith.paper-citation-record.v1
2607.17709 v1

Coverage vector

measured 46 of 46 reference resolution

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Reference resolution

46 of 46 outbound references displayed

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Outbound references

Observation ba98a9dc-2e6b-456b-bb5c-aa2c6b15437b · outbound

This paper cites an unresolved cited work.

Ant swarm functional control via stigmergic Reinforcement Learning agents Unresolved cited work

Reference 1

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Observation 4fc0de12-a592-4125-8af2-be097eed762f · outbound

This paper cites Physics Letters A207(3), 185–193 (1995) https://doi.org/10.

Ant swarm functional control via stigmergic Reinforcement Learning agents Physics Letters A207(3), 185–193 (1995) https://doi.org/10

Reference 2

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Ant swarm functional control via stigmergic Reinforcement Learning agents Unresolved cited work

Reference 3

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This paper cites The MIT Press, Cambridge, MA (2018).http://incompleteideas.net/book/the- book-2nd.html.

Ant swarm functional control via stigmergic Reinforcement Learning agents The MIT Press, Cambridge, MA (2018).http://incompleteideas.net/book/the- book-2nd.html

Reference 4

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Reference 5

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This paper cites Nature453, 779–82 (2008) https://doi.org/10.1038/nature06958.

Ant swarm functional control via stigmergic Reinforcement Learning agents Nature453, 779–82 (2008) https://doi.org/10.1038/nature06958

Reference 6

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This paper cites Physics Reports734, 1–74 (2018) https://doi.org/10.1016/ j.physrep.2018.01.001.

Ant swarm functional control via stigmergic Reinforcement Learning agents Physics Reports734, 1–74 (2018) https://doi.org/10.1016/ j.physrep.2018.01.001

Reference 7

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This paper cites Physics Reports948, 1–148 (2022) https://doi.org/ 10.1016/j.physrep.2021.10.005.

Ant swarm functional control via stigmergic Reinforcement Learning agents Physics Reports948, 1–148 (2022) https://doi.org/ 10.1016/j.physrep.2021.10.005

Reference 8

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This paper cites The European Physical Journal Special Topics214(2012) https://doi.org/10.1140/ epjst/e2012-01694-y.

Ant swarm functional control via stigmergic Reinforcement Learning agents The European Physical Journal Special Topics214(2012) https://doi.org/10.1140/ epjst/e2012-01694-y

Reference 9

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This paper cites European Review17, 237–248 (2009) https://doi.org/10.1017/S1062798709000738.

Ant swarm functional control via stigmergic Reinforcement Learning agents European Review17, 237–248 (2009) https://doi.org/10.1017/S1062798709000738

Reference 10

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Observation c1f2fccf-0918-4c91-8f54-e9646b2b8959 · outbound

This paper cites Copernicus / Springer-Verlag, New York, NY, USA (1996).

Ant swarm functional control via stigmergic Reinforcement Learning agents Copernicus / Springer-Verlag, New York, NY, USA (1996)

Reference 11

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Observation d8af721c-4dc4-4bc6-b52a-4a5771eea68e · outbound

This paper cites Proceedings of the National Academy of Sciences of the United States of America99 Suppl 3, 7280–7 (2002) https://doi.org/10.1073/pnas.

Ant swarm functional control via stigmergic Reinforcement Learning agents Proceedings of the National Academy of Sciences of the United States of America99 Suppl 3, 7280–7 (2002) https://doi.org/10.1073/pnas

Reference 12

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This paper cites 25–70 (2012).

Ant swarm functional control via stigmergic Reinforcement Learning agents 25–70 (2012)

Reference 13

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Reference 14

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This paper cites Nature473, 167–73 (2011) https://doi.org/10.1038/nature10011.

Ant swarm functional control via stigmergic Reinforcement Learning agents Nature473, 167–73 (2011) https://doi.org/10.1038/nature10011

Reference 15

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This paper cites Nature497, 51–9 (2013) https://doi.org/10.1038/nature12047.

Ant swarm functional control via stigmergic Reinforcement Learning agents Nature497, 51–9 (2013) https://doi.org/10.1038/nature12047

Reference 16

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Observation 19ee71fa-5113-4bd2-adfd-24d03cafea74 · outbound

This paper cites Controlling Complex Systems.

Ant swarm functional control via stigmergic Reinforcement Learning agents Controlling Complex Systems

Reference 17

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This paper cites Proximal Policy Optimization Algorithms.

Ant swarm functional control via stigmergic Reinforcement Learning agents Proximal Policy Optimization Algorithms

Reference 18

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This paper cites Royal Society Open Science11(9), 240845 (2024) https://doi.org/10.

Ant swarm functional control via stigmergic Reinforcement Learning agents Royal Society Open Science11(9), 240845 (2024) https://doi.org/10

Reference 19

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Ant swarm functional control via stigmergic Reinforcement Learning agents The MIT Press, Cambridge, MA (2004)

Reference 20

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This paper cites Reinforcement Learning for Active Matter.

Ant swarm functional control via stigmergic Reinforcement Learning agents Reinforcement Learning for Active Matter

Reference 21

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This paper cites Frontiers in Physics8, 200 (2020) https://doi.org/10.3389/fphy.2020.00200.

Ant swarm functional control via stigmergic Reinforcement Learning agents Frontiers in Physics8, 200 (2020) https://doi.org/10.3389/fphy.2020.00200

Reference 22

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Ant swarm functional control via stigmergic Reinforcement Learning agents Unresolved cited work

Reference 24

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This paper cites Cognitive Robotics3, 226– 256 (2023) https://doi.org/10.1016/j.cogr.2023.07.004.

Ant swarm functional control via stigmergic Reinforcement Learning agents Cognitive Robotics3, 226– 256 (2023) https://doi.org/10.1016/j.cogr.2023.07.004

Reference 25

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Ant swarm functional control via stigmergic Reinforcement Learning agents Drones7(11) (2023) https://doi.org/10.3390/ drones7110673

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Ant swarm functional control via stigmergic Reinforcement Learning agents Adaptive Behavior32(3), 265–281 (2024)

Reference 27

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Ant swarm functional control via stigmergic Reinforcement Learning agents IEEE Transactions on cognitive and developmental systems15(4), 2122–2131 (2023)

Reference 28

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Ant swarm functional control via stigmergic Reinforcement Learning agents Nature Human Behaviour7(10), 1787–1796 (2023) https://doi.org/10.1038/s41562-023-01686-7

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Ant swarm functional control via stigmergic Reinforcement Learning agents Nature Human Behaviour6(10), 1372–1380 (2022) https://doi

Reference 30

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Ant swarm functional control via stigmergic Reinforcement Learning agents Nature Human Behaviour3(2), 183– 193 (2019) https://doi.org/10.1038/s41562-018-0518-x

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Ant swarm functional control via stigmergic Reinforcement Learning agents SwarmRL: Building the Future of Smart Active Systems

Reference 32

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Ant swarm functional control via stigmergic Reinforcement Learning agents Optimizing collective fieldtaxis of swarming agents through reinforcement learning

Reference 33

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Ant swarm functional control via stigmergic Reinforcement Learning agents Swarm and Evolutionary Computation72, 101085 (2022) https://doi.org/ 10.1016/j.swevo.2022.101085

Reference 34

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Ant swarm functional control via stigmergic Reinforcement Learning agents Scientific Reports13(2023) https://doi.org/ 10.1038/s41598-023-44268-3

Reference 35

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This paper cites Evolving Systems16(2025) https: //doi.org/10.1007/s12530-024-09651-z.

Ant swarm functional control via stigmergic Reinforcement Learning agents Evolving Systems16(2025) https: //doi.org/10.1007/s12530-024-09651-z

Reference 36

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Ant swarm functional control via stigmergic Reinforcement Learning agents Nature Communications15(2024) https://doi.org/10.1038/ s41467-024-52878-2

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Ant swarm functional control via stigmergic Reinforcement Learning agents Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Reference 38

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Ant swarm functional control via stigmergic Reinforcement Learning agents Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences475, 20190351 (2019) https://doi.org/10.1098/rspa.2019.0351

Reference 39

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Ant swarm functional control via stigmergic Reinforcement Learning agents Journal of Theoretical Biology26(3), 399–415 (1970) https://doi.org/10

Reference 42

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Ant swarm functional control via stigmergic Reinforcement Learning agents Journal of Management Infor- mation Systems40(3), 983–1008 (2023) https://doi.org/10.1080/07421222.2023

Reference 43

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Ant swarm functional control via stigmergic Reinforcement Learning agents John Wiley and Sons, Ltd, Chichester, UK (2014)

Reference 44

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Ant swarm functional control via stigmergic Reinforcement Learning agents Fast R-CNN

Reference 45

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Ant swarm functional control via stigmergic Reinforcement Learning agents Adam: A Method for Stochastic Optimization

Reference 46

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