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Paper Citation Record · LEDGER

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control

As of 22 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:1908.04005.

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

pith.paper-citation-record.v1
1908.04005 v3

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:02:31.242482Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy20
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf88fe56-4d74-474b-ac7b-e46581d5da26 · outbound

This paper cites Safety-crit ical advanced robots: A survey,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Safety-crit ical advanced robots: A survey,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.498935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.163496Z digest=sha256:d901b1fc2a12cd055b28193a61034ae820d87f29269855a424d68ef3afd751dd

Observation b5526d2f-1ef7-4cfc-bd48-f6cd1e848089 · outbound

This paper cites Planning and decision- making for autonomous vehicles,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Planning and decision- making for autonomous vehicles,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T14:02:31.168274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:02:31.168274Z digest=sha256:8036326bce072ab955386077bbc69efde6f5b8ba57838e147204a4ecdb88c6f7

Observation f90b2b53-2dcc-4aa4-83cb-b77985a8f387 · outbound

This paper cites Game theoretic modeling of driver and vehicle inte ractions for verification and validation of autonomous vehicle contr ol systems,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Game theoretic modeling of driver and vehicle inte ractions for verification and validation of autonomous vehicle contr ol systems,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.480911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.172180Z digest=sha256:5cb8611c21b9a9b0f923f76c0a92487271c8310691eb1b60033de3fcd3800baa

Observation 23ab0900-5146-4f31-8490-e85fc4a3d87a · outbound

This paper cites Human–robot interaction: a survey,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Human–robot interaction: a survey,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.470764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.176078Z digest=sha256:683c253e9755644ca6b14e6a3b9d3982cc9687d5ef5e5c04d80bdc436ad41bb0

Observation d29b6b2f-de5e-4f77-b109-a3de30d5a0b7 · outbound

This paper cites an unresolved cited work.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:02:31.460637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.179878Z digest=sha256:df7b7e57d42c4cf55f70210569d08e5a2268ae045e3c353a39abc2fa4b5e5880

Observation 4ed16fc2-06a4-420c-b0e6-c7a04e1a775a · outbound

This paper cites Unraveling in guessing games: An experimenta l study,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Unraveling in guessing games: An experimenta l study,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.450009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.184020Z digest=sha256:a78ef57e3342f125b5c70fd915612103a89ec1bcce3adbe3825e41e9011c0d19

Observation 22745c1f-e362-4b9f-80e3-6e418fb915b2 · outbound

This paper cites On players’ models of other p layers: Theory and experimental evidence,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control On players’ models of other p layers: Theory and experimental evidence,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.439972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.188173Z digest=sha256:0d9a415a96e46fda2963cefe72c3145ae1e60f516672081a996fddc766970340

Observation 869634e7-eb90-4dd7-9663-d02930a73620 · outbound

This paper cites Cognition and beha vior in two-person guessing games: An experimental study,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Cognition and beha vior in two-person guessing games: An experimental study,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.429864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.191832Z digest=sha256:bed22c2eba5f6c03c6ac05395938ea2d48d2a487e224ed3a3fbe1616c9d8b10f

Observation b7824862-cf0d-4d05-8823-f921d7462090 · outbound

This paper cites Comp aring mod- els of strategic thinking in van huyck, battalio, and beil’s coordination games,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Comp aring mod- els of strategic thinking in van huyck, battalio, and beil’s coordination games,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.419784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.195409Z digest=sha256:26c5339be8f00a2610b36fbace726c05c21e97faba6d1db1adeb4b8c5b193ef7

Observation f84f24dc-5dbb-4a95-8951-3d61dfa26604 · outbound

This paper cites Gigerenzer and R.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Gigerenzer and R

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.409728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.198994Z digest=sha256:ff6e04c488823fcfaada2d50a4e7556d74651f7fb8e91e2e33095e735780985b

Observation f201df31-9530-4610-bb48-7d2e32974825 · outbound

This paper cites Tractable stocha stic predictive control for partially observable Markov decision processe s with time- joint chance constraints,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Tractable stocha stic predictive control for partially observable Markov decision processe s with time- joint chance constraints,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.399312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.202259Z digest=sha256:7ea44678e9e53a0c42bd5b9577665b3a8f7e8d6edef03e58eae3269c9a9f05ca

Observation ace77595-d1e2-4775-afc8-6f4570c9f964 · outbound

This paper cites Stochastic predi ctive control for partially observable Markov decision processes with ti me-joint chance constraints and application to autonomous vehicle c ontrol,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Stochastic predi ctive control for partially observable Markov decision processes with ti me-joint chance constraints and application to autonomous vehicle c ontrol,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.389015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.205595Z digest=sha256:d3b4545dc36a07f25a6b2ac4799d81f2757e89d81445e32e053c4b6cd7fd1723

Observation 886df7d2-ae13-448b-ba80-1d9034eef83e · outbound

This paper cites Predicting pilot be havior in medium-scale scenarios using game theory and reinforcemen t learn- ing,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Predicting pilot be havior in medium-scale scenarios using game theory and reinforcemen t learn- ing,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.379226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.209052Z digest=sha256:9056a7df39d0ec776e0f17aafba2425835770f41eb6c19802fc6a639ea79e60d

Observation 56b71011-283a-4c75-96cb-5ddf8bca7572 · outbound

This paper cites Unmanned aircraft systems airspace integration: A game theoretical framewor k for con- cept evaluations,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Unmanned aircraft systems airspace integration: A game theoretical framewor k for con- cept evaluations,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.368747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.212525Z digest=sha256:7f5216165a1837c9d49830ff36bf336bedef60624a24da34ac1990a8e71f9fd2

Observation 6408cac3-89e5-4037-bf49-d6366942bd19 · outbound

This paper cites Non-equilibr ium dynamic games and cyber–physical security: A cognitive hierarchy a pproach,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Non-equilibr ium dynamic games and cyber–physical security: A cognitive hierarchy a pproach,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.358218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.215862Z digest=sha256:5d22364e04717dde1211ec6f23be3374a44bffaa24107ed24eee051adeb043f6

Observation bb5bc28a-0d0a-418c-ac6d-099d864076d8 · outbound

This paper cites Game th eoretic modeling of vehicle interactions at unsignalized intersec tions and application to autonomous vehicle control,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Game th eoretic modeling of vehicle interactions at unsignalized intersec tions and application to autonomous vehicle control,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.346983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.219139Z digest=sha256:574f463a22c521db25dbc07eefa0c911d1f16ecdf9e674851820e2de94d120c4

Observation e9458d7e-4e6e-48e2-b00d-bee98cbff217 · outbound

This paper cites A cognitive hi erarchy model of games,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control A cognitive hi erarchy model of games,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.336427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.222471Z digest=sha256:503fde4374a96123eaeb3e05ac9129f94ac88e21bd2f45be46e55188c598a78a

Observation c37487fd-d3f1-4d1a-a247-4d93a40b300e · outbound

This paper cites Cognitive hierar chy theory for heterogeneous uplink multiple access in the internet of things,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Cognitive hierar chy theory for heterogeneous uplink multiple access in the internet of things,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.325775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.225908Z digest=sha256:9005b41e7f34ebc9baf4f37d496f5dc08a46eadff3237c7ca8a25eb069ac8b6b

Observation 28dfe8e5-e76f-487b-9167-9d3bd726c9b1 · outbound

This paper cites Adaptive game-theoretic decision making for autonomous v ehicle control at roundabouts,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Adaptive game-theoretic decision making for autonomous v ehicle control at roundabouts,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.315046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.229230Z digest=sha256:d3fef6354ab0b9d4dcf7e619b7ea3863452e1ea6cc43f1f60899cc5ce2093276

Observation 83ff803e-c29d-4438-b864-8e7ace575706 · outbound

This paper cites A human-like game the ory-based controller for automatic lane changing,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control A human-like game the ory-based controller for automatic lane changing,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.304544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.232476Z digest=sha256:7ae92aa561a98b85cdf3df24bf5681fe9ff43c94b7b212cd3eef99741efda0a3

Observation 4ce3da66-36fb-4e88-936b-d9eb25e00b91 · outbound

This paper cites an unresolved cited work.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-14T14:02:31.235762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:02:31.235762Z digest=sha256:f245b25756dbb372f1265ff620d46ad7ed5203bc8c14f3bc63a1d6cf07020802

Observation e1ee204b-69fe-4f21-bb56-4af52c67ea5b · outbound

This paper cites Not noisy, just wrong: the role of suboptimal inference in b ehavioral variability,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control Not noisy, just wrong: the role of suboptimal inference in b ehavioral variability,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.285843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.239234Z digest=sha256:f06c6f4d039c32ffc5cb295d517010e1eb2df27431a202b1c748fa7a099490ef

Observation f56b0d54-2bff-44be-950d-42eea1ee18da · outbound

This paper cites On the ori gins of suboptimality in human probabilistic inference,.

Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control On the ori gins of suboptimality in human probabilistic inference,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:02:31.274090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:02:31.242482Z digest=sha256:d74c15702f0c3049623b175d4693fd8c8b02f2087f89e0de78e90132c1f6f7b9

Pith citing papers

No inbound Pith citation observations are available.