Paper Citation Record · LEDGER

Decentralized Traffic Flow Optimization Through Intrinsic Motivation

As of 16 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2505.11520.

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

pith.paper-citation-record.v1
2505.11520 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:06:27.464856Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy39
unresolved3
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f47ff43-973e-4a13-85e6-27737e943332 · outbound

This paper cites Car navigation with route information sharing for improvement of traffic efficiency,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Car navigation with route information sharing for improvement of traffic efficiency,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.977650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c9a42c0b-dc7e-422a-82a6-5ec05fe7b3cd · outbound

This paper cites Reliable pretrip multipath planning and dynamic adaptation for a centralized road navigation system,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Reliable pretrip multipath planning and dynamic adaptation for a centralized road navigation system,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.966396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 47ce9420-efd3-450b-a6c3-f7058b0176c2 · outbound

This paper cites A centralized route-management solution for autonomous vehicles in urban areas,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation A centralized route-management solution for autonomous vehicles in urban areas,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.954816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 640bac16-8cdd-40d3-8d32-b334de74ea4e · outbound

This paper cites Intrinsically motivated collective motion,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Intrinsically motivated collective motion,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.943437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 453fe0a6-8145-428b-bce3-c44d28f20302 · outbound

This paper cites Intrinsically motivated general companion npcs via coupled empowerment maximisation,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Intrinsically motivated general companion npcs via coupled empowerment maximisation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.932030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3d7448bd-7183-43af-a66f-5db848c01a41 · outbound

This paper cites Hier- archical deep reinforcement learning: Integrating temporal abstraction and intrinsic motivation,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Hier- archical deep reinforcement learning: Integrating temporal abstraction and intrinsic motivation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.920446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6a456912-93ca-468f-b052-6c80ea0d4ebf · outbound

This paper cites Variational empowerment as representation learning for goal-conditioned rein- forcement learning,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Variational empowerment as representation learning for goal-conditioned rein- forcement learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.908980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df108936-9a33-47ec-84a8-53ef72b2f648 · outbound

This paper cites Variational intrinsic con- trol,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Variational intrinsic con- trol,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.897320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b732a8e0-1a52-4f53-93c5-05244cc72184 · outbound

This paper cites Ave: Assistance via empowerment,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Ave: Assistance via empowerment,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.885822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b3d9d3b9-8756-4e2e-a0a0-40d7d5906dcc · outbound

This paper cites Efficient empowerment estima- tion for unsupervised stabilization,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Efficient empowerment estima- tion for unsupervised stabilization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.874487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0912829e-a431-4d74-8ebd-90f91ea4a428 · outbound

This paper cites Empowerment: A universal agent-centric measure of control,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Empowerment: A universal agent-centric measure of control,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.863116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d4bc6265-92d5-4255-8cb8-f34b1610fa20 · outbound

This paper cites General self-motivation and strategy identification: Case studies based on sokoban and pac- man,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation General self-motivation and strategy identification: Case studies based on sokoban and pac- man,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.850748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4691d788-dbc1-4c93-9f8d-e9014b853f4c · outbound

This paper cites Goal-directed empowerment: combining intrinsic motivation and task-oriented behaviour,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Goal-directed empowerment: combining intrinsic motivation and task-oriented behaviour,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.839113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c4d34dc-5296-453a-8a45-9b4caa4d2a80 · outbound

This paper cites Changing the environment based on empowerment as intrinsic motivation,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Changing the environment based on empowerment as intrinsic motivation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.827087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1c340833-8b14-4d6d-889d-1cbddb3b016a · outbound

This paper cites Empowerment an introduction,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Empowerment an introduction,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.813740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 614485ed-be57-450a-80e2-8a116ba69af3 · outbound

This paper cites Information: currency of life?.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Information: currency of life?

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.802602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 319b0e45-1389-4e3c-a358-f5e5d1d13a60 · outbound

This paper cites Empowerment: A universal agent-centric measure of control,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Empowerment: A universal agent-centric measure of control,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:06:27.366904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb1901bb-d00d-4707-93aa-2f8ef86c9226 · outbound

This paper cites Intrinsic motivation in dynamical control systems,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Intrinsic motivation in dynamical control systems,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.782729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ac9e792e-00af-4246-8553-d4678a3855e2 · outbound

This paper cites A cellular automaton model for freeway traffic,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation A cellular automaton model for freeway traffic,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.770756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fba04bd5-8fbb-4694-9522-417ded7936fa · outbound

This paper cites Modeling traffic flow on buah batu exit toll gate using cellular automata,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Modeling traffic flow on buah batu exit toll gate using cellular automata,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.758618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 243126bb-be09-4279-80dd-ee8ab681929b · outbound

This paper cites Aircraft ground-taxiing model for congested airport using cellular automata,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Aircraft ground-taxiing model for congested airport using cellular automata,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.745630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6316df1a-3da6-4a97-a4ab-acfcc5dffe15 · outbound

This paper cites Optimizing traffic flow on highway with three consecutive on-ramps,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Optimizing traffic flow on highway with three consecutive on-ramps,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.734111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c2b67269-6b6e-44ce-b95c-0587e3fdd7ce · outbound

This paper cites Effects of traffic lights for manhattan-like urban traffic network inintelligent transportation systems,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Effects of traffic lights for manhattan-like urban traffic network inintelligent transportation systems,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.722855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9c1fd56d-23b4-4ab3-bcac-6938cbae252f · outbound

This paper cites Optimizing mixed autonomy traffic flow with decentralized autonomous vehicles and multi-agent reinforcement learning,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Optimizing mixed autonomy traffic flow with decentralized autonomous vehicles and multi-agent reinforcement learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.705178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 514fbe5c-6d05-4fcb-9660-649cf778d40c · outbound

This paper cites Decentralized approaches to adaptive traffic control,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Decentralized approaches to adaptive traffic control,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.692122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2959e1a9-5d86-407d-baff-c513d3879d29 · outbound

This paper cites Large-scale traffic control using autonomous vehicles and decentralized deep reinforcement learning,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Large-scale traffic control using autonomous vehicles and decentralized deep reinforcement learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.679615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c985ef4e-b266-4884-9265-7c54282af63f · outbound

This paper cites Congestion-aware cooperative adaptive cruise control for mitigation of self-organized traffic jams,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Congestion-aware cooperative adaptive cruise control for mitigation of self-organized traffic jams,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.667636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0a7c9bd3-c537-4461-9581-d14e57d54beb · outbound

This paper cites Learning a robust multiagent driving policy for traffic congestion reduction,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Learning a robust multiagent driving policy for traffic congestion reduction,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.655901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5ff2b8e0-72f5-4d28-914a-19c06b12a236 · outbound

This paper cites Scalable Multiagent Driving Policies For Reducing Traffic Congestion.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Scalable Multiagent Driving Policies For Reducing Traffic Congestion

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:06:27.412529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f7b5beb-01aa-4708-ac45-2d5056de565f · outbound

This paper cites Life times of simulated traffic jams,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Life times of simulated traffic jams,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.643485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 789e9790-cedf-4132-b550-a1db3a9a8ed2 · outbound

This paper cites Emergent traffic jams,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Emergent traffic jams,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.631678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 74132e22-ac66-497e-91c8-a7ae76795165 · outbound

This paper cites Density fluctuations and phase transition in the nagel-schreckenberg traffic flow model,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Density fluctuations and phase transition in the nagel-schreckenberg traffic flow model,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.619930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 82cc6e99-50b0-4ec7-be51-77fe2516b2be · outbound

This paper cites Critical behavior of a traffic flow model,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Critical behavior of a traffic flow model,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.608818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 58abbe1a-12e9-4a93-930f-7226d986d733 · outbound

This paper cites Dynamics-aware unsupervised discovery of skills,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Dynamics-aware unsupervised discovery of skills,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.597222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a9150777-cd1c-4b63-86a1-8c3051a79db8 · outbound

This paper cites Empowerment as replacement for the three laws of robotics,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Empowerment as replacement for the three laws of robotics,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.586125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e00fb1ed-dfa0-464e-877e-f3f448de5ea6 · outbound

This paper cites All else being equal be empowered,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation All else being equal be empowered,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.575246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 19141491-913b-486d-8608-29a8856b91c6 · outbound

This paper cites Computation of channel capacity and rate-distortion func- tions,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Computation of channel capacity and rate-distortion func- tions,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:06:27.444877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86aa3e12-47c8-4d62-9bee-2198330307e7 · outbound

This paper cites Code repository for reproduction of the results and further experiments,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Code repository for reproduction of the results and further experiments,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.556569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c6cb2b68-e350-41da-8e81-f586e2c21a39 · outbound

This paper cites Continuous limit of the nagel- schreckenberg model,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Continuous limit of the nagel- schreckenberg model,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.544795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 076ae360-0b74-46bd-a13c-d824e9a65a9e · outbound

This paper cites Simulation study of traffic circle intersection with traffic lights,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Simulation study of traffic circle intersection with traffic lights,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.533596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ff4c2f76-3df6-421b-a0a3-11b9cbe308b5 · outbound

This paper cites The effects of reaction delay in the nagel-schreckenberg traffic flow model,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation The effects of reaction delay in the nagel-schreckenberg traffic flow model,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.522085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 707af71e-0a8c-45e1-a585-5e4e83bef39d · outbound

This paper cites Entry ramps in the nagel- schreckenberg model,.

Decentralized Traffic Flow Optimization Through Intrinsic Motivation Entry ramps in the nagel- schreckenberg model,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:06:27.510144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.