Pith. sign in

Paper Citation Record · LEDGER

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic

As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2601.11809.

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

pith.paper-citation-record.v1
2601.11809 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:04:46.440957Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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 fuzzy0
  • unresolved54
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d674164-3fc4-4573-b3c3-84f5ba9b57ef · outbound

This paper cites Performance measurement evaluation framework and co-benefittradeoff analysis for connected and automated vehicles (cav) applications: A survey,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Performance measurement evaluation framework and co-benefittradeoff analysis for connected and automated vehicles (cav) applications: A survey,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:38.266373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:38.266373Z digest=sha256:7c39d68a0905d28e85a75c68828fe80eccabadab244aecbe0daa4426242ca38b

Observation bdef35be-5ae7-4adc-9f28-6427a97d86b5 · outbound

This paper cites A review of communication, driver characteristics, and controls aspects of cooperative adaptive cruise con- trol (cacc),.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic A review of communication, driver characteristics, and controls aspects of cooperative adaptive cruise con- trol (cacc),

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:38.379395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:38.379395Z digest=sha256:45ef47f3a2dd4a1198010d46a1c96929bc7511287a26f79c6a62a7bf8cc5ed32

Observation 3adc9bd9-b93f-4220-a296-e4cba0ebb3ad · outbound

This paper cites Aerodynamic drag analysis of autonomous electric vehicle platoons,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Aerodynamic drag analysis of autonomous electric vehicle platoons,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:38.526610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:38.526610Z digest=sha256:83630e72cbd88068b6114bb7ae0f476435c6ec46d32ed366ba811762a98de2b9

Observation dcf1b7d0-0ab5-45e7-b15b-5f2628ea988a · outbound

This paper cites Cooperative connected autonomous vehicles (cav): Research, applications and challenges,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Cooperative connected autonomous vehicles (cav): Research, applications and challenges,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:38.701672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:38.701672Z digest=sha256:0e6dd6e709d5acdcc4997b40077cdd7c515619871e322f3bb7ce0d762060858b

Observation 50f24813-e3c6-4936-ad3f-5f699560b692 · outbound

This paper cites Unravelling effects of cooperative adaptive cruise control deactivation on traffic flow characteristics at merging bottlenecks,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Unravelling effects of cooperative adaptive cruise control deactivation on traffic flow characteristics at merging bottlenecks,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:38.817639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:38.817639Z digest=sha256:97451aa6fde1fc7053eafee934c2fc65dac59eaab3b2516ca410e76e0cef0418

Observation e34d801e-485d-4cb6-8088-a6694579eced · outbound

This paper cites Modeling impacts of cooperative adaptive cruise control on mixed traffic flow in multi-lane freeway facilities,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Modeling impacts of cooperative adaptive cruise control on mixed traffic flow in multi-lane freeway facilities,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:38.965438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:38.965438Z digest=sha256:f9864e70ec75e0b94a3a004be890388ed3a6369e49245b0487c6446e1776ec7f

Observation f9c0e98b-e507-405d-94a6-2a8f14ce396a · outbound

This paper cites Influence of exclusive lanes for connected and autonomous vehicles on freeway traffic flow,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Influence of exclusive lanes for connected and autonomous vehicles on freeway traffic flow,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:39.141098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:39.141098Z digest=sha256:41a95ecdd7d451721ebe34d3b9a42223b54202cddc5de06110b54ab64837e027

Observation abd117a3-0a39-4ec6-b576-02a147399d15 · outbound

This paper cites Flow-aware platoon formation of connected automated vehicles in a mixed traffic with human-driven vehicles,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Flow-aware platoon formation of connected automated vehicles in a mixed traffic with human-driven vehicles,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:39.255090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:39.255090Z digest=sha256:97898f803cbfd34af7b9cef917cf54105ce3f3d83f285b9c10dbfab55b1d2f9a

Observation 0befb14e-62ac-4d94-aec7-48cade8deb2d · outbound

This paper cites Impact of cav platoon management on traffic flow considering degradation of control mode,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Impact of cav platoon management on traffic flow considering degradation of control mode,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:39.435072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:39.435072Z digest=sha256:fcf57cb272ae71421e488f5a0454fe415bd58e360bd888e22cd9cae6c2f5800e

Observation d5677151-a56a-4076-a6ed-866fa8304fd9 · outbound

This paper cites Design and operation of dedicated lanes for connected and automated vehicles on motorways: A conceptual framework and research agenda,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Design and operation of dedicated lanes for connected and automated vehicles on motorways: A conceptual framework and research agenda,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:39.595014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:39.595014Z digest=sha256:ff6373e75cefef0da3e34350ce9b4190e611f5c5cb45c0d35b5b3af178cec974

Observation 87995f97-82bb-4b46-bfac-0d0b6e6451e8 · outbound

This paper cites Leveraging dynamic right-of- way allocation and tolling policy for cav dedicated lane management to promote cav and improve mobility,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Leveraging dynamic right-of- way allocation and tolling policy for cav dedicated lane management to promote cav and improve mobility,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:39.760425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:39.760425Z digest=sha256:e4785cbf996d0aee607f88b60bb546ddc28e5fc9fba071dfeded57cc5bf17cc8

Observation 15ed6edd-0901-4b9c-8f7f-b598fdf4b51d · outbound

This paper cites Optimal lane management policy for connected automated vehicles in mixed traffic flow,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Optimal lane management policy for connected automated vehicles in mixed traffic flow,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:39.927327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:39.927327Z digest=sha256:7e34ba17ffbbb12143da3396713335b1fe9d80167099131f33500b8c3aee61a9

Observation f493612d-84ad-4be0-b3a8-0de17c83ff21 · outbound

This paper cites Lane-changing in traffic streams,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Lane-changing in traffic streams,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:40.062518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:40.062518Z digest=sha256:e8fbd0797f1566a952ab60a9366b1305acb8b6a7430a399185e9337a3716e0d9

Observation a1990b7d-04f5-4bf8-ba5c-ab4265fb4ca8 · outbound

This paper cites Capacity-drop at extended bottlenecks: Merge, diverge, and weave,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Capacity-drop at extended bottlenecks: Merge, diverge, and weave,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:40.139754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:40.139754Z digest=sha256:3388d9bc42402e597c4c41f53b545bf9d46906dd56252b818da346c92e1963f4

Observation 1e9a93f6-9aa6-4b47-9bed-f677f4ec02d7 · outbound

This paper cites Freeway vehicle fuel efficiency improvement via cooperative adaptive cruise control,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Freeway vehicle fuel efficiency improvement via cooperative adaptive cruise control,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:40.188481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:40.188481Z digest=sha256:7e4142a9705908f7fe6ae1780771b899c8c57d5757bbabb69912407a81685d4a

Observation 202a185b-d5df-41cc-8635-fe0775570bc3 · outbound

This paper cites Heavy-duty vehicle platoon formation for fuel efficiency,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Heavy-duty vehicle platoon formation for fuel efficiency,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:40.339572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:40.339572Z digest=sha256:4f8101ae5e2065bae829b61fe238a41bdca16740f4847e6760bcf56ea645a0e8

Observation 2094c745-6c37-4828-9d26-7a206b104ce8 · outbound

This paper cites Planning of truck platoons: A literature review and directions for future research,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Planning of truck platoons: A literature review and directions for future research,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:40.598155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:40.598155Z digest=sha256:23313c85435fc7fc4a2b52d8ed833d275772a01499e68e168abbacc9e0dc8a07

Observation eff6ee71-056c-41ea-8297-32663c4c2613 · outbound

This paper cites Decentralized coordination for truck platooning,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Decentralized coordination for truck platooning,

Reference 18

Resolution
verified exact
doi, observed 2026-08-03T10:08:28.160180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-03T10:04:40.746281Z digest=sha256:b5def211d85bc85b5aece7f330046ba6b8dddcba90330f1cf339bee7a40a34fd

Observation d3e034f9-5134-43a0-a6eb-adba1d9505f0 · outbound

This paper cites Where to decide? centralized vs. dis- tributed vehicle assignment for platoon formation,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Where to decide? centralized vs. dis- tributed vehicle assignment for platoon formation,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:40.906595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:40.906595Z digest=sha256:85d6e4f1546a190d9b29708ee9198e2c8180dfdef29da66ebaae028348844956

Observation 96310598-2553-4e41-b7c9-e05367f492ab · outbound

This paper cites Review of Lane-Changing Maneuvers of Connected and Automated Vehicles: Models, Algorithms and Traffic Impact Analyses,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Review of Lane-Changing Maneuvers of Connected and Automated Vehicles: Models, Algorithms and Traffic Impact Analyses,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:41.124776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:41.124776Z digest=sha256:a5b0da0ae466d6a62751f65956e6e0cd7c4a77c83209a3c2b98a3a1b6c7fcf04

Observation dcfd64c4-4e93-45cf-bbda-b912e17b7e7b · outbound

This paper cites Analysis of lane-change crashes and near-crashes,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Analysis of lane-change crashes and near-crashes,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:41.294933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:41.294933Z digest=sha256:77d0fc5ef1c105da349aa2151a7a245cccf6533c5e870678ba085ffe9f4464e8

Observation 0e52166c-2428-4799-a93a-a945893babec · outbound

This paper cites Studies of vehicle lane-changing dynamics and its effect on traffic efficiency, safety and environmental impact,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Studies of vehicle lane-changing dynamics and its effect on traffic efficiency, safety and environmental impact,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:41.453984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:41.453984Z digest=sha256:89b5b5a0cfc0625a9e204446f90956dec8eef9b6e83ffb5fb4358636f7da851f

Observation c6bf05f0-a507-4101-96e5-d3a2e07e76e5 · outbound

This paper cites A model for the structure of lane-changing decisions,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic A model for the structure of lane-changing decisions,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:41.564196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:41.564196Z digest=sha256:dd3faf707211a42e7eedda15daa8c9f98857ba025f23d55feb35b4d1477df7cd

Observation 0cbddcfc-8dee-46c7-8325-005b1b7c3960 · outbound

This paper cites Estimation of traffic densities for multilane roadways using a markov model approach,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Estimation of traffic densities for multilane roadways using a markov model approach,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:41.905865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:41.905865Z digest=sha256:15fd4d5d394a81eb86c958b28b6df1a881235a50b6a2559e6d4b270d114d53ed

Observation a6d73a75-0de2-4163-8169-f1641e0f2c12 · outbound

This paper cites Pay to change lanes: A cooperative lane-changing strategy for connected/automated driving,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Pay to change lanes: A cooperative lane-changing strategy for connected/automated driving,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:42.111902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:42.111902Z digest=sha256:153c187df4c146342b02ccf81b73b9b0a4ebed5e40b6884cee9d67058eea8a1a

Observation b60a86dd-e6cb-4905-b5b4-9356f3c9627e · outbound

This paper cites Review of deep learning: concepts, CNN architectures, challenges, applications, future directions,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Review of deep learning: concepts, CNN architectures, challenges, applications, future directions,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:42.305177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:42.305177Z digest=sha256:03e1adc8287412d44942c0ae19e2221f3d47ff8ff362e28c1c4f87537099cbaf

Observation fc2ad2e4-4143-40ad-ab73-26cb29bccc74 · outbound

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

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Human-level control through deep reinforcement learning,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:42.398839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:42.398839Z digest=sha256:aaafac8ae82fa3995b6add4e9e9675c34034d42f5fb01c4e256df5ad838884a5

Observation 55a36d00-205b-4dd1-9090-4aed1db270e5 · outbound

This paper cites Mastering the game of go without human knowledge,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Mastering the game of go without human knowledge,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:42.566970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:42.566970Z digest=sha256:a0eeac91a875f10cf827e9a3a20eff8907c18de210698f4484f8153ab767bc8b

Observation c278cb97-5e22-497d-89f4-23db7ec1a477 · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:42.730729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:42.730729Z digest=sha256:4334eb34343afcca98915f226df5fa73ddcb63327428aec3bdc6b1cc94db4c46

Observation 1826a259-7c8b-49c4-a1a3-2df284b42d25 · outbound

This paper cites Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:42.911673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:42.911673Z digest=sha256:6e600c311e1389c2760381e7aaf2257775dc371d811657ba44be2dd0cb042c94

Observation 92fb694f-5c84-43cf-a23a-0ae29b7f87d0 · outbound

This paper cites Deep reinforcement learning framework for autonomous driving,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Deep reinforcement learning framework for autonomous driving,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:43.083436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:43.083436Z digest=sha256:24de0f5d4bf1e636b6eb74d1b1ad4702f59430eaa861227f3c4092487ce305e2

Observation b1e66c7f-d5f9-4d24-8e54-7df28b115d33 · outbound

This paper cites Lane change decision- making through deep reinforcement learning with rule-based con- straints,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Lane change decision- making through deep reinforcement learning with rule-based con- straints,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:43.230174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:43.230174Z digest=sha256:86395ed33012ffb82607ccbd2379541c38e0dd44b2a8d73aa3aa5f396764a7b4

Observation 54cc2cae-6ee7-4158-a943-e183197d7ae8 · outbound

This paper cites An intelli- gent lane-changing behavior prediction and decision-making strategy for an autonomous vehicle,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic An intelli- gent lane-changing behavior prediction and decision-making strategy for an autonomous vehicle,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:43.409058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:43.409058Z digest=sha256:6d5ec12430124d98758f4d1e7364472921776cecdcd19183da27cc9fa1f4417c

Observation 2c2c9c82-6c57-4ccc-b8a9-76474e50029e · outbound

This paper cites Multi-agent drl-based lane change with right-of-way collaboration awareness,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Multi-agent drl-based lane change with right-of-way collaboration awareness,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:43.557440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:43.557440Z digest=sha256:639184c25b54a35188dfa3a49a102d99bc401ff890fd3dda77cd6ce76ee4cffa

Observation 5c5826f6-568b-4557-8859-51911b8135ac · outbound

This paper cites Driving decision and control for automated lane change behavior based on deep reinforcement learning,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Driving decision and control for automated lane change behavior based on deep reinforcement learning,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:43.695586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:43.695586Z digest=sha256:5ca270356b4d66f443e5d3a8d3dcd89ca33717672828ab89001a23030b93ff1e

Observation c2a8a9b1-8703-405d-9e10-e4cfab33a0c4 · outbound

This paper cites An integrated model for autonomous speed and lane change decision-making based on deep re- inforcement learning,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic An integrated model for autonomous speed and lane change decision-making based on deep re- inforcement learning,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:43.874677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:43.874677Z digest=sha256:d842fbe73fabcf0f4cc545f8b08c9dce232f01fd55061fda56219208ea09c1ec

Observation 011f37d6-338f-46ef-8aa6-ef204e421a7f · outbound

This paper cites Decision making of autonomous vehicles in lane change scenarios: Deep reinforcement learning approaches with risk awareness,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Decision making of autonomous vehicles in lane change scenarios: Deep reinforcement learning approaches with risk awareness,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.022951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.022951Z digest=sha256:3da3e97685b18e6936d389a033cb1d50241d401c3b8d550efdea28b718078ff9

Observation ebe0b45e-2b76-4cd0-ad0f-4da3cd4b4a9c · outbound

This paper cites Attention-based hierarchical deep reinforcement learning for lane change behaviors in autonomous driving,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Attention-based hierarchical deep reinforcement learning for lane change behaviors in autonomous driving,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.156084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.156084Z digest=sha256:eb58d7731cb37c55862d287020747f7bb1f552be0ad15b2569b67ceac933a9ad

Observation 6117dc1d-9d4a-466f-a254-2ba6cba10a91 · outbound

This paper cites Highway lane change decision- making via attention-based deep reinforcement learning,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Highway lane change decision- making via attention-based deep reinforcement learning,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.271463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.271463Z digest=sha256:3011c65438b66aceb1dd59b9553c66e13242f7b41ef43ddc640fa8e5b0eda881

Observation e71403f5-6533-4652-943b-8a5f60c4e4b6 · outbound

This paper cites Multi-reward architecture based reinforcement learning for highway driving policies,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Multi-reward architecture based reinforcement learning for highway driving policies,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.406335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.406335Z digest=sha256:f8a449174b9223d05924b86a1c2e35aa1a686c66025f690e3c9d4b84f4f8e6c3

Observation 399fd5c7-f2b9-46cb-b2b8-2be3f1391ca3 · outbound

This paper cites Harmonious lane changing via deep reinforcement learning,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Harmonious lane changing via deep reinforcement learning,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.544421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.544421Z digest=sha256:179fcab05410eca7bbb3a4ba7f7fbc43ca9d315d6ea6fe03a448225e1b38d714

Observation c36ea061-bf57-4011-bf7b-adf330ded5fe · outbound

This paper cites High-level decision making for safe and reasonable autonomous lane changing using reinforcement learning,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic High-level decision making for safe and reasonable autonomous lane changing using reinforcement learning,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.691439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.691439Z digest=sha256:cda638342f292ec5af85fd2be30ba31d2a09b623d6ad7008676360fd457d9058

Observation 7add3998-f870-4426-9e3e-a39872f53f7f · outbound

This paper cites A reinforcement learning approach to autonomous decision making of intelligent vehicles on highways,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic A reinforcement learning approach to autonomous decision making of intelligent vehicles on highways,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.810123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.810123Z digest=sha256:6ed7b6ad7f00a500bdc1fc351d2a43fa4471e7e5a5183293dc2cb2c104a8cc3e

Observation 0de8ead0-1400-4191-ad5b-3be94837e701 · outbound

This paper cites A real-world reinforcement learning framework for safe and human-like tactical decision-making,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic A real-world reinforcement learning framework for safe and human-like tactical decision-making,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:44.933916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:44.933916Z digest=sha256:86c22ab8be40a3b229dc1ac18a60247acb596d5a7204a8150b1ddcaeaaec0a5a

Observation ba3cc2bc-511e-4a98-a3a6-eda8b93c5952 · outbound

This paper cites Modeling coupled driving behavior during lane change: A multi-agent transformer reinforcement learning approach,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Modeling coupled driving behavior during lane change: A multi-agent transformer reinforcement learning approach,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.101837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.101837Z digest=sha256:d5e9b77f83f90a128f175df459572465084778d9f69373492ddebf143d37edb9

Observation 95318a76-c1cc-4ea8-8ba5-4216b1b6de5e · outbound

This paper cites Coordination for con- nected and automated vehicles at non-signalized intersections: A value decomposition-based multiagent deep reinforcement learning approach,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Coordination for con- nected and automated vehicles at non-signalized intersections: A value decomposition-based multiagent deep reinforcement learning approach,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.254966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.254966Z digest=sha256:29bd1ed10478f3b0a7caa2d0d63887bcf72c488d6bfb155532c9372f12a039cc

Observation 2efa55a8-42ea-481c-b7f6-880769c66f81 · outbound

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

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Multi- agent actor-critic for mixed cooperative-competitive environments,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.374478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.374478Z digest=sha256:4fadf4ee8dacd75f0895663b01303310552f107764ee92d70765932de452235a

Observation 9303d59d-04f4-4563-b419-a4a2c0ab3943 · outbound

This paper cites Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.623859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.623859Z digest=sha256:5df47ae6200894e4eee4a1b8208cd6eaad7ab048a119ca54bbe6f8f635fba53c

Observation 6988bdd8-adfc-4625-85a7-1ca990ee9524 · outbound

This paper cites Kinematic and dynamic vehicle models for autonomous driving control design,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Kinematic and dynamic vehicle models for autonomous driving control design,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.742230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.742230Z digest=sha256:95631d80678100180f90e8a2fc3fe5d18237adb2c4d91db03123d8aae3882976

Observation ddbbba81-6e99-403c-95c4-70e43958da9c · outbound

This paper cites General lane-changing model mobil for car-following models,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic General lane-changing model mobil for car-following models,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.879911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.879911Z digest=sha256:e14ed500d4ba214d92b57d8fc3ab6c8524f9015241965e5930e6b5caf2f17584

Observation 6f403fec-d6fa-4365-9d08-b173856d85c2 · outbound

This paper cites Congested traffic states in empirical observations and microscopic simulations,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Congested traffic states in empirical observations and microscopic simulations,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:46.018794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:46.018794Z digest=sha256:1242f8c92bcee8a1c216e08c31c01856025b36ec449a27cd563f08ed60edc78a

Observation 9dcf5c63-4966-40e9-afdf-a03c6e63030f · outbound

This paper cites String-stable cacc design and experimental validation, a frequency- domain approach,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic String-stable cacc design and experimental validation, a frequency- domain approach,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:46.237752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:46.237752Z digest=sha256:93c73b1d62ea388cde4f06069ce09ffd93bdbf7d3f8caac8fb179a575c51b6cd

Observation e58d9e4d-47f9-41b6-a2ff-9eba528905f7 · outbound

This paper cites Impacts of commercially available adaptive cruise control vehicles on highway stability and throughput,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Impacts of commercially available adaptive cruise control vehicles on highway stability and throughput,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:46.294042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:46.294042Z digest=sha256:40826a5574d21adbf10eb679629c8a10ddbb5088002f0b83912e2dad18585e48

Observation 39a23d8e-192c-4ce9-8f15-1098c7e84e99 · outbound

This paper cites Calibration and evaluation of car following models using real-world driving data,.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Calibration and evaluation of car following models using real-world driving data,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:46.440957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:46.440957Z digest=sha256:b2451d44b0abb38a193097730177932116cd1ee52db59f73bbdf17d06ac7f8f9

Observation 8b4c9fb9-86a5-4708-8b81-74db61bec164 · outbound

This paper cites Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-03T10:04:45.505225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:04:45.505225Z digest=sha256:f7212c5bbe665b577d47ded275c09dc118dda3654fd19f92fc0fc645000d1f1d

Pith citing papers

No inbound Pith citation observations are available.