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Paper Citation Record · LEDGER

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process

As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2412.14614.

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

pith.paper-citation-record.v1
2412.14614 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:08:45.734031Z

measured 55 of 55 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

55 of 55 outbound references displayed

  • verified exact1
  • verified fuzzy41
  • unresolved13
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c1f8145c-27b0-4949-836d-b5448ad2f98f · outbound

This paper cites Deterministic POMDPs Revisited.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Deterministic POMDPs Revisited

Reference 1

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Observation 7da60c70-6096-446b-855f-991b395ab751 · outbound

This paper cites Planning and control in stochastic domains with imperfect information.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Planning and control in stochastic domains with imperfect information

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 0cf9eaaf-8f29-454f-b6c1-ceb55a2ae770 · outbound

This paper cites Planning and acting in partially observable stochastic domains.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Planning and acting in partially observable stochastic domains

Reference 3

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Unavailable: canonical work link unavailable.

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Observation c85b4660-8658-4a6b-b70b-9f45f1ae3964 · outbound

This paper cites Belief space planning assuming maximum likelihood observations.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Belief space planning assuming maximum likelihood observations

Reference 4

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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 fa525338-b376-4ffb-8aa5-6a7ff0128cfd · outbound

This paper cites A survey of pomdp applications.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process A survey of pomdp applications

Reference 5

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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 3b39933d-50cc-42e8-8aed-735bd0d99962 · outbound

This paper cites Monte-carlo planning in large pomdps.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Monte-carlo planning in large pomdps

Reference 6

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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 0638053b-0776-4ad8-bbc1-35df0ffa823c · outbound

This paper cites Human-level control through deep reinforcement learning.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Human-level control through deep reinforcement learning

Reference 7

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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 400ff390-ce03-455d-976e-cd1c1e78d095 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Playing Atari with Deep Reinforcement Learning

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0a817edc-5d5e-4980-894e-0fdc049585dc · outbound

This paper cites an unresolved cited work.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Unresolved cited work

Reference 9

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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 ccee1bb0-78bf-4c52-8e88-c85c9d18e41a · outbound

This paper cites Wainwright, and Michael I.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Wainwright, and Michael I

Reference 10

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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 129760d9-55ad-45c7-a57c-3b5f15dd5ade · outbound

This paper cites Learning policies for partially observable environments: Scaling up.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Learning policies for partially observable environments: Scaling up

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 5a485d8c-36c3-42fa-86ed-98ecf8e382aa · outbound

This paper cites Computationally feasible bounds for partially observed markov decision pro- cesses.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Computationally feasible bounds for partially observed markov decision pro- cesses

Reference 12

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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 a9c5a24d-d26f-473d-bc7b-d7aa3e21c0c3 · outbound

This paper cites Point-based value iteration: An anytime algorithm for pomdps.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Point-based value iteration: An anytime algorithm for pomdps

Reference 13

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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 4931ee00-e70f-4e57-bd01-d21d1c924405 · outbound

This paper cites A survey of point-based pomdp solvers.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process A survey of point-based pomdp solvers

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 6bcf447c-7fc6-48ec-aaf6-099d1dfb5eb9 · outbound

This paper cites Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes

Reference 15

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verified exact
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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 bea32eff-629e-4700-abbf-6abc68343aae · outbound

This paper cites Bandit based monte-carlo planning.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Bandit based monte-carlo planning

Reference 16

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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 c47df1a2-5b7a-4dc5-beec-525736fc6056 · outbound

This paper cites Monte-carlo tree search: A new framework for game ai.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Monte-carlo tree search: A new framework for game ai

Reference 17

Resolution
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raw_fallback, observed 2026-08-11T12:08:49.440087Z

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 0a013a36-cccd-407f-90ff-ba933a804802 · outbound

This paper cites Online algorithms for pomdps with continuous state, action, and observation spaces.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Online algorithms for pomdps with continuous state, action, and observation spaces

Reference 18

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raw_fallback, observed 2026-08-11T12:08:49.425292Z

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 d1784d5a-2c58-4edf-8476-d1f5a0fb4f2c · outbound

This paper cites Integrated perception and planning in the continuous space: A pomdp approach.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Integrated perception and planning in the continuous space: A pomdp approach

Reference 19

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raw_fallback, observed 2026-08-11T12:08:49.409903Z

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 be0fd3dd-0196-4004-80d1-3d69bbacf658 · outbound

This paper cites Shared information for a markov chain on a tree.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Shared information for a markov chain on a tree

Reference 20

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raw_fallback, observed 2026-08-11T12:08:49.393062Z

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 beb8951b-f2f0-4002-8744-4515875076b4 · outbound

This paper cites Algorithms for decision making.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Algorithms for decision making

Reference 21

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raw_fallback, observed 2026-08-11T12:08:49.378349Z

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 d39068ac-abe0-4b24-94a9-25d39a83c6ab · outbound

This paper cites Sarsop: Efficient point-based pomdp planning by approximating optimally reachable belief spaces.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Sarsop: Efficient point-based pomdp planning by approximating optimally reachable belief spaces

Reference 22

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Unavailable: canonical work link unavailable.

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Observation b8e494a3-a112-4d36-b194-c6f05004ca2b · outbound

This paper cites Despot: Online pomdp planning with regularization.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Despot: Online pomdp planning with regularization

Reference 23

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no resolver link, observed 2026-08-11T12:08:45.181443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.181443Z digest=sha256:1a461d410fe4c60ba7deb0068cd4bc7bc659289f0243d78518ae5207786b8404

Observation 3e828d8d-f9e9-4463-a0d4-99e0cc377dcf · outbound

This paper cites Adaptive online packing-guided search for pomdps.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Adaptive online packing-guided search for pomdps

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-11T12:08:49.208981Z

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 033076c0-761d-486b-a4b8-7912517f1e1c · outbound

This paper cites Aems: An anytime online search algorithm for approx- imate policy refinement in large pomdps.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Aems: An anytime online search algorithm for approx- imate policy refinement in large pomdps

Reference 25

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raw_fallback, observed 2026-08-11T12:08:49.130740Z

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 48a06014-20a7-485d-9e07-abe5bc9daf4f · outbound

This paper cites Markov decision processes: discrete stochastic dynamic programming.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Markov decision processes: discrete stochastic dynamic programming

Reference 26

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no resolver link, observed 2026-08-11T12:08:45.273279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.273279Z digest=sha256:ee1514a4f5899ecedb2b2dff919ba37490112addcb452210350a5cc8721ecfdc

Observation 2e2503cb-6d0d-4b5c-b8fc-c230d64366ec · outbound

This paper cites Measuring the state-observation-gap in pomdps: An exploration of observation confidence and weighting algo- rithms.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Measuring the state-observation-gap in pomdps: An exploration of observation confidence and weighting algo- rithms

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-11T12:08:49.108553Z

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 efd2b36f-f25f-4970-a0ff-f6c31c53491c · outbound

This paper cites Individually different foraging methods in the desert ant cataglyphis bicolor (hymenoptera, formicidae).

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Individually different foraging methods in the desert ant cataglyphis bicolor (hymenoptera, formicidae)

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-11T12:08:49.094573Z

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=2026-08-11T12:08:45.429657Z digest=sha256:6caf3965d7cf0bbbfc57a6a92b1b780d9d869cfebc2a4e0f00f439efadb7db49

Observation 89c67ede-c1e4-4090-94e9-4fb0922ebb47 · outbound

This paper cites Path integration in desert ants, cataglyphis fortis.Proceedings of the National Academy of Sciences , 85(14):5287–5290, 1988.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Path integration in desert ants, cataglyphis fortis.Proceedings of the National Academy of Sciences , 85(14):5287–5290, 1988

Reference 29

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raw_fallback, observed 2026-08-11T12:08:49.079938Z

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 70b42e5e-6582-4ddd-854d-6739aeee23ba · outbound

This paper cites The desert ant odometer: a stride integrator that accounts for stride length and walking speed.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process The desert ant odometer: a stride integrator that accounts for stride length and walking speed

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-11T12:08:49.012210Z

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 123b9e15-8aed-4af6-bf01-332b361a2b01 · outbound

This paper cites The desert ant’s navigational toolkit: procedural rather than positional knowledge.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process The desert ant’s navigational toolkit: procedural rather than positional knowledge

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-11T12:08:48.854216Z

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=2026-08-11T12:08:45.462766Z digest=sha256:21dc7ffbb3450ed48d1135d5fca912ad07867db84fdbd72fcc06b4b0d05939cc

Observation f23d2604-087a-4a96-8eae-84bf419c8a8d · outbound

This paper cites Desert ant navigation: how miniature brains solve complex tasks.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Desert ant navigation: how miniature brains solve complex tasks

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:48.713058Z

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=2026-08-11T12:08:45.467935Z digest=sha256:1d8c4c5499c86b4573882f61c783db49a919df5d2e812f6922e8cf008d8aaead

Observation a63d540e-848d-4562-8942-623b8e6122de · outbound

This paper cites Animal cognition in nature: the convergence of psychology and biology in laboratory and field.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Animal cognition in nature: the convergence of psychology and biology in laboratory and field

Reference 33

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raw_fallback, observed 2026-08-11T12:08:48.697306Z

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 f0143a75-a2a0-4bdf-8e9e-6e891cdcd84c · outbound

This paper cites Loft features reveal the functioning of the young pigeon’s navigational system.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Loft features reveal the functioning of the young pigeon’s navigational system

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-11T12:08:48.682469Z

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=2026-08-11T12:08:45.476177Z digest=sha256:e4656f9aeb533daa66c6db4ebd7d0a0aed27ceb67d4d5557d929ee0287e5a393

Observation 65a27636-0db6-4d7e-90dc-9c6da5a6426f · outbound

This paper cites What strategies do homing pigeons use during ontogeny? Behaviour, 143(1):105–122, 2006.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process What strategies do homing pigeons use during ontogeny? Behaviour, 143(1):105–122, 2006

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:48.560727Z

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=2026-08-11T12:08:45.480674Z digest=sha256:f549ad5fb46013f35568aa055c286b55e952ccf05c9da2aa915ba8026db5b25f

Observation cad0c938-96ef-4544-bdf5-24a5306981a8 · outbound

This paper cites An anatomically constrained model for path integration in the bee brain.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process An anatomically constrained model for path integration in the bee brain

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:48.346964Z

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=2026-08-11T12:08:45.484880Z digest=sha256:8e3ab62cb79d67900d0b8aa1df688307535b42672f3990a797cfe5bcf3f3b974

Observation 82bc7e00-54f8-431e-be93-2df6d41d8130 · outbound

This paper cites Path integration by swimming rats.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Path integration by swimming rats

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:48.189145Z

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=2026-08-11T12:08:45.489467Z digest=sha256:2b8fabcd6b65b58ca513d16ec223b19f993844fd38bfe6bf7e74f527caf3c70f

Observation 2b3f65b5-3b4a-4f26-9b64-3d2a951916d7 · outbound

This paper cites Reducibility among combinatorial problems.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Reducibility among combinatorial problems

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T12:08:45.495162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.495162Z digest=sha256:5855602dc302fa4d66f96a116b2fba414687135c8567f4a83098a450166145fd

Observation 93c1e6b4-d44a-45d9-9102-0190fd160a1f · outbound

This paper cites Introduction to algorithms.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Introduction to algorithms

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T12:08:45.499980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.499980Z digest=sha256:6a795497bece2e28b9d35fdc51c95f5604b091afea29e394971cdeba89287d87

Observation 80869254-5364-4af6-b65b-20231af9e0b1 · outbound

This paper cites A note on two problems in connexion with graphs.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process A note on two problems in connexion with graphs

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T12:08:45.505817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.505817Z digest=sha256:f8ca6737d885be9fd5a2ecb40ed680d5df4752c400846a5db7969998af5007c6

Observation b4024936-0be7-4efd-ad16-9143ea11ec97 · outbound

This paper cites Reinforcement learning: An introduction.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Reinforcement learning: An introduction

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T12:08:45.518430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.518430Z digest=sha256:0f15792df40372fa965e7a706c285947273e438f2a5145f0713b6b68b45ccb14

Observation d54206b8-27c8-466d-b5a9-a76656c58608 · outbound

This paper cites Learning to play the game of chess.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Learning to play the game of chess

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T12:08:45.605178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.605178Z digest=sha256:e06f6d4bbf2dded266acbfe0923b162935db5868d6bf79922698a0c79775171f

Observation c949b1b4-4e76-4e86-9b7a-909f370aecdb · outbound

This paper cites Multi-agent reinforcement learning for traffic light control.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Multi-agent reinforcement learning for traffic light control

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:47.969214Z

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=2026-08-11T12:08:45.652201Z digest=sha256:7d5627d3759916f29ed426b89d192ff8de031b371cecd812a668981ccb141184

Observation a035c033-c844-434b-a7c6-3e8ac3f6267c · outbound

This paper cites Agricultural robots for field operations: Concepts and components.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Agricultural robots for field operations: Concepts and components

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:47.814149Z

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=2026-08-11T12:08:45.682418Z digest=sha256:45cf35cf30b6a2b6f15862b548b29495568065b4ce586bc39aa5ac7aa7e9a838

Observation fa2bfd06-073b-4d07-ab3c-c1e3f595be4b · outbound

This paper cites Julia: A fresh approach to numerical computing.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Julia: A fresh approach to numerical computing

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:47.627537Z

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=2026-08-11T12:08:45.687132Z digest=sha256:873f158bb88dfe2956492af9c28293b4200523a6dc394393b1bd49de5072db4d

Observation 8a73a9ae-0c24-4620-b437-e8aad589f43c · outbound

This paper cites R: A language and environment for statistical computing.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process R: A language and environment for statistical computing

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:47.449531Z

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=2026-08-11T12:08:45.691919Z digest=sha256:7bd1ee33bda364326df1f32a75fcfcef8a1d54a6a921b35d41d2a8ccf1cde6b5

Observation d99747eb-4cba-49ba-b28f-441eed739ef5 · outbound

This paper cites The optimal control of partially observable Markov processes.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process The optimal control of partially observable Markov processes

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T12:08:45.696530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:08:45.696530Z digest=sha256:79121364e62cf4ff6d7fa2b8b07902001ca86f3b4ed249543485cbcee6083e2a

Observation ec58bf40-2101-472c-b55b-38549f74183b · outbound

This paper cites Scaling theory of fragmentation.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Scaling theory of fragmentation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:47.160746Z

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=2026-08-11T12:08:45.700999Z digest=sha256:0ede0446ab2591f0fbffe6ca736d677ff799de02565a14a3d197ae16ecc75f02

Observation 2170301a-ae08-4d03-9346-6ce5c8a98449 · outbound

This paper cites The witness algorithm: Solving partially observable markov decision processes.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process The witness algorithm: Solving partially observable markov decision processes

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:46.799901Z

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=2026-08-11T12:08:45.705398Z digest=sha256:c759a8893c8637f6ba551f2d796b1516758ec7467a2c3bc4f26d58381706d965

Observation d2ca2975-9a63-48cc-a28a-8d5da8d0ceda · outbound

This paper cites Littman, and Nevin L.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Littman, and Nevin L

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:46.532490Z

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=2026-08-11T12:08:45.709889Z digest=sha256:a7b4c720cef991cc91affbcc61c8f133c94b578844c5497cf7bf0a33bf6c9fe7

Observation 56de12f6-0e31-4d48-bcfc-dc7064dee791 · outbound

This paper cites Cassandra.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Cassandra

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:46.333122Z

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=2026-08-11T12:08:45.713946Z digest=sha256:27741268d07d76be1884f1a09c52269b830f0c6e44afc2c7812227cfaee3e084

Observation d1c380c9-21d5-444d-882c-752e95389cc2 · outbound

This paper cites Analysis of variance (anova).

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Analysis of variance (anova)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:46.176303Z

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=2026-08-11T12:08:45.719001Z digest=sha256:9f6f32664bcde5cfafc2a355a32f133feb3aab227040e1941695b73b435ad4c5

Observation 0a43a1e1-d8e0-4cd6-83b5-823a9f3aa849 · outbound

This paper cites Oliver and Boyd Edinburgh, 1966.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Oliver and Boyd Edinburgh, 1966

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:46.006969Z

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=2026-08-11T12:08:45.724535Z digest=sha256:64faac2141ccfa1d423f4881202d0dda3918caf73107455b6e50088f9e763557

Observation c0f86afc-4336-41c0-a125-7d58e78d574a · outbound

This paper cites On the state minimization of nondeterministic finite au- tomata.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process On the state minimization of nondeterministic finite au- tomata

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:45.988085Z

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=2026-08-11T12:08:45.729458Z digest=sha256:4ee9c8e220386aac125514e333e761ef8bbe1c75e3764e4a8ac4e39926916c99

Observation ab311a1c-419d-4a6e-84a6-282eda094a0f · outbound

This paper cites Introduction to automata theory, languages, and computation.

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process Introduction to automata theory, languages, and computation

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:08:45.911311Z

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=2026-08-11T12:08:45.734031Z digest=sha256:624532fe464702c2cb4c6e2f1f192dd6cb3b01e8560405ebad2cd6c9d2564d51

Pith citing papers

No inbound Pith citation observations are available.