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Paper Citation Record · LEDGER

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints

As of 7 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2506.09859.

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

pith.paper-citation-record.v1
2506.09859 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:47:14.935311Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:35:37.157569Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved25
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e6cc31b-d936-44d7-9f18-9508e724cd05 · outbound

This paper cites The dynamic window approach to collision avoidance,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints The dynamic window approach to collision avoidance,

Reference 1

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Unavailable: canonical work link unavailable.

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Observation 09cf20f7-4dbe-4947-8749-3f90e15ad750 · outbound

This paper cites Dynablox: Real-time detection of diverse dynamic objects in complex environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Dynablox: Real-time detection of diverse dynamic objects in complex environments,

Reference 2

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Observation d563f23f-9d75-4ddc-b428-58f5f69dd792 · outbound

This paper cites LV-DOT: LiDAR-visual dynamic obstacle detection and tracking for autonomous robot navigation.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints LV-DOT: LiDAR-visual dynamic obstacle detection and tracking for autonomous robot navigation

Reference 3

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Observation 7edd424e-692b-463e-b282-d2b14d12f8e5 · outbound

This paper cites Ram-nas: Resource- aware multiobjective neural architecture search method for robot vision tasks,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Ram-nas: Resource- aware multiobjective neural architecture search method for robot vision tasks,

Reference 4

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raw_fallback, observed 2026-08-07T04:47:15.271590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9690282f-9453-4ce9-a0ab-25d13d049132 · outbound

This paper cites Social force model for pedestrian dynamics,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Social force model for pedestrian dynamics,

Reference 5

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source=pdf_text observed=2026-08-07T04:47:10.958093Z digest=sha256:64c82630ca5ac5e8638d2c0ba7c3dbb79dcc43852f54df10e2f5ac7d4dafa9a3

Observation 43d6a1bb-e434-4865-ada9-be5b7b896a29 · outbound

This paper cites Reciprocal n- body collision avoidance,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Reciprocal n- body collision avoidance,

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 23c7062d-599f-456a-8234-4de6c061390b · outbound

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

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Congested traffic states in empirical observations and microscopic simulations,

Reference 7

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Unavailable: canonical work link unavailable.

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Observation 6050d15f-27bd-4bdd-8f78-f05950ee6e1f · outbound

This paper cites Frozone: Freezing-free, pedestrian-friendly navigation in human crowds,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Frozone: Freezing-free, pedestrian-friendly navigation in human crowds,

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.210060Z digest=sha256:864fe323fa17c4fc451336dce8ffbf14fc5797cd895eac794b361a9bbb7926cf

Observation d93e2dd5-09b8-4504-9a82-3d0f4e2cea16 · outbound

This paper cites Model predictive contouring control for collision avoidance in unstructured dynamic environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Model predictive contouring control for collision avoidance in unstructured dynamic environments,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.323923Z digest=sha256:1184bcace3639e60815d03584a30d055f0bf8ac04f7e30364e06b3de9d3981ae

Observation bd97d548-efea-443b-93ec-7b1e4b01119f · outbound

This paper cites Autonomous flights in dynamic environments with onboard vision,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Autonomous flights in dynamic environments with onboard vision,

Reference 10

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raw_fallback, observed 2026-08-07T04:47:15.241367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.384834Z digest=sha256:f01d284b7a5b28599bc0babab7ffd4e8f958dfd164b48567b4e725a7cc114579

Observation 07f9823d-9636-4efd-b05b-4e93252279ba · outbound

This paper cites Dpmpc-planner: A real- time uav trajectory planning framework for complex static environments with dynamic obstacles,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Dpmpc-planner: A real- time uav trajectory planning framework for complex static environments with dynamic obstacles,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.450957Z digest=sha256:62e603d928ec48b29148a6c1c511bd0e40b0a3f6f9944478ee69b4db6defe761

Observation 6deede1b-a184-41c2-a3e9-79f6586844f5 · outbound

This paper cites Fapp: Fast and adaptive percep- tion and planning for uavs in dynamic cluttered environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Fapp: Fast and adaptive percep- tion and planning for uavs in dynamic cluttered environments,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.506920Z digest=sha256:5757e0a42ac3b426a2a02c06cad4ea4161b01f8a52f9dfd452d8175628b83cdd

Observation b0ea00de-8135-45e5-ba57-856a97c26f57 · outbound

This paper cites Dynamic control barrier function-based model predictive control to safety-critical obstacle-avoidance of mobile robot,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Dynamic control barrier function-based model predictive control to safety-critical obstacle-avoidance of mobile robot,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.647211Z digest=sha256:e8ad6f5bc1c1d3ab68ced3b3405324e3093b7b866f167cec6c468e3644f76301

Observation aca8aa0c-519b-4d5c-803a-de0ae10d1f72 · outbound

This paper cites An efficient spatial-temporal trajectory planner for autonomous vehicles in unstructured environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints An efficient spatial-temporal trajectory planner for autonomous vehicles in unstructured environments,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.215482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.707572Z digest=sha256:031dcb220f01fd567a4928ae915cffc3e04b2f1816b1bb4796075c36524edd1b

Observation 0fa0386e-eb48-4dc4-9de1-2fb576865b91 · outbound

This paper cites Distributed multi-robot collision avoidance via deep reinforcement learning for navigation in complex scenarios,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Distributed multi-robot collision avoidance via deep reinforcement learning for navigation in complex scenarios,

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:11.785512Z digest=sha256:4069d0596f6d4d1b5d64d898978ae07aac3497518e0f85763709e631032672d9

Observation 3cb39fbd-8499-4477-a6f1-4b0e13827136 · outbound

This paper cites Towards multi- modal perception-based navigation: A deep reinforcement learning method,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Towards multi- modal perception-based navigation: A deep reinforcement learning method,

Reference 16

Resolution
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raw_fallback, observed 2026-08-07T04:47:15.205401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.878246Z digest=sha256:e20b958229899dab55628af94a43e13221a44ef550334ce74a2e000975118d57

Observation d956323d-1fc4-4e36-989d-dc63e0debe6b · outbound

This paper cites Learning perception- aware agile flight in cluttered environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Learning perception- aware agile flight in cluttered environments,

Reference 17

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raw_fallback, observed 2026-08-07T04:47:15.199337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:11.986655Z digest=sha256:61611a9d022ddc8cd0a43519a2e2c0a1077918b70c003f360efbf47f536bb98f

Observation 453f3bb0-7637-40c8-8cc1-d8954026db15 · outbound

This paper cites Socially aware motion planning with deep reinforcement learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Socially aware motion planning with deep reinforcement learning,

Reference 18

Resolution
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raw_fallback, observed 2026-08-07T04:47:15.192969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:12.037796Z digest=sha256:097e62bc0285342e74da66aebf6a96557a4f63b0fc2acb262489ca271463f573

Observation 65aae7a0-49b6-4b3d-b818-1809a483e822 · outbound

This paper cites Motion planning among dynamic, decision-making agents with deep reinforcement learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Motion planning among dynamic, decision-making agents with deep reinforcement learning,

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:12.125871Z digest=sha256:4330ba50c6cc1c5aaed25932370d05b8d1b465baf2be20e53c95481f2ce7f651

Observation 42457a0b-c20c-40d2-94a2-973dcf05936b · outbound

This paper cites Crowd-robot interaction: Crowd-aware robot navigation with attention-based deep reinforcement learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Crowd-robot interaction: Crowd-aware robot navigation with attention-based deep reinforcement learning,

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:12.177029Z digest=sha256:55f83dc8f950896ee9c61a66a45dc82d116e1bce5a9f3dec13e3645a3b496565

Observation c3aef4df-7cb9-4eb8-829e-02c905f6ae0e · outbound

This paper cites Relational graph learning for crowd navigation,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Relational graph learning for crowd navigation,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.179001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:12.309608Z digest=sha256:381b761fb853f39937ee345bc1408938e95be1a63797f6e70bfce7ce5ece46bf

Observation 6ca4e2c4-17a4-4c9a-9b13-563f6d41df46 · outbound

This paper cites Decentralized structural-rnn for robot crowd navigation with deep reinforcement learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Decentralized structural-rnn for robot crowd navigation with deep reinforcement learning,

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:12.384432Z digest=sha256:4108dcc9e5009487960d2489b8caa5cdec7704b17560627c7fa6c2b3e1deaa16

Observation afce8df7-7d85-470b-a5d7-6f242a00e2c0 · outbound

This paper cites Intention aware robot crowd navigation with attention-based interaction graph,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Intention aware robot crowd navigation with attention-based interaction graph,

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:12.473528Z digest=sha256:c257aa5aad1e2cb887f81ea5b3e433f303f104186c71ac74789f2686164c0f69

Observation 2814f5fc-805d-43d6-a112-fb0df3ea02b7 · outbound

This paper cites Drl-vo: Learning to navigate through crowded dy- namic scenes using velocity obstacles,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Drl-vo: Learning to navigate through crowded dy- namic scenes using velocity obstacles,

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:12.632698Z digest=sha256:b50c931531f3b4928c600e2f385f9adc4bf85e5d609448ad1c1d186ec83d04e6

Observation 2daad7bf-102e-4644-a418-c26aa39bcfcf · outbound

This paper cites Height: Heterogeneous interaction graph transformer for robot navigation in crowded and constrained environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Height: Heterogeneous interaction graph transformer for robot navigation in crowded and constrained environments,

Reference 25

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Unavailable: canonical work link unavailable.

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Observation d6d256f4-9c36-4bed-91db-8ea2069644e8 · outbound

This paper cites A graph neural network to model disruption in human- aware robot navigation,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints A graph neural network to model disruption in human- aware robot navigation,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.162026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:12.787898Z digest=sha256:c8f544c7f95e08899118862eafc99ec39a0d8cde8a08739556e7ba2826c52353

Observation a9c9565b-52dd-494c-b39c-927dea87676f · outbound

This paper cites Reinforcement learned distributed multi-robot navigation with recipro- cal velocity obstacle shaped rewards,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Reinforcement learned distributed multi-robot navigation with recipro- cal velocity obstacle shaped rewards,

Reference 27

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raw_fallback, observed 2026-08-07T04:47:15.155910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:12.899596Z digest=sha256:51f38fc30983792d36a59991c325f6f252d03b75cfd010b755c00d09a96279ec

Observation 857f68e5-8991-4b34-910d-d837233fbc65 · outbound

This paper cites Navigating robots in dynamic environment with deep reinforcement learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Navigating robots in dynamic environment with deep reinforcement learning,

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:12.980246Z digest=sha256:c186a63af8259206071b09052d8ce1d92c72d0df207e033baa4a2178f9c4508a

Observation 0cdbde43-dc2e-4cd8-a19d-09ba6b9cc7ce · outbound

This paper cites Bevformer: learning bird’s-eye-view representation from lidar-camera via spatiotemporal transformers,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Bevformer: learning bird’s-eye-view representation from lidar-camera via spatiotemporal transformers,

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:13.064044Z digest=sha256:b986cc3237012829c86ad898057555c221791d12f2c09cf2b5404e8bccf78245

Observation 6bb3fbe3-da0c-479c-8cfe-4a776d4a101d · outbound

This paper cites Learning- based model predictive control: Toward safe learning in control,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Learning- based model predictive control: Toward safe learning in control,

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:13.213098Z digest=sha256:d5beab5b4279e20f1d32d28a4ccdc77a2de301274372248dd5f05ac671972969

Observation 55daec39-2f55-48ca-9774-8b2dff34744d · outbound

This paper cites A predictive safety filter for learning-based control of constrained nonlinear dynamical systems,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints A predictive safety filter for learning-based control of constrained nonlinear dynamical systems,

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 136869bb-d8a6-4f40-a3a8-6fb16e36a311 · outbound

This paper cites Where to go next: Learning a subgoal recommendation policy for navigation in dynamic environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Where to go next: Learning a subgoal recommendation policy for navigation in dynamic environments,

Reference 32

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raw_fallback, observed 2026-08-07T04:47:15.135134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 93e1e6fb-dcc9-45f9-989f-f56477dd7243 · outbound

This paper cites Learning terminal state of the trajectory planner: Application for collision scenarios of autonomous vehicles,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Learning terminal state of the trajectory planner: Application for collision scenarios of autonomous vehicles,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.128558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:13.358143Z digest=sha256:8584986712979fd2b7ebc664e4b828eaa13454c4c4ec381ad30e2b3b4122b7e4

Observation c7bfb308-900f-4ed5-acda-1f7555d7e683 · outbound

This paper cites Differen- tiable mpc for end-to-end planning and control,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Differen- tiable mpc for end-to-end planning and control,

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:13.488035Z digest=sha256:de30f3a9f856d6fd0e2d9725d994b92ffab7a309fe74473702927bbffcb8b6f9

Observation 874b9f26-ae89-4fd7-8845-02949d9ea03d · outbound

This paper cites Actor-critic model predictive control,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Actor-critic model predictive control,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:13.599318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:13.599318Z digest=sha256:10c04bbef1bf2bc6d16c00ebe31ccfedaabeff2373633e3305e16e966f9ae820

Observation 0fdc4d91-f60e-4ce1-aecc-5a9108c94ea8 · outbound

This paper cites iplanner: Imperative path planning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints iplanner: Imperative path planning,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.114029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:13.708655Z digest=sha256:ae4d3cdd31a38cb5594844c63fdf02611d807f787569a9ccbed7c7de35a9fdb1

Observation a0ad2cdc-c0cd-4f09-8e75-dd31b517699c · outbound

This paper cites Viplanner: Visual semantic imperative learning for local navigation,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Viplanner: Visual semantic imperative learning for local navigation,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.107631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:13.855209Z digest=sha256:1fe35308cb09747a2751171f4dd1d079e0200e92f962ffb6830835de360a118e

Observation f0f46f2c-3573-424f-a11c-4ff4cbd3aba6 · outbound

This paper cites Neupan: Direct point robot navigation with end- to-end model-based learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Neupan: Direct point robot navigation with end- to-end model-based learning,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.101579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:13.967935Z digest=sha256:79d8e2d20bbb108304e63f53f248a1d53fb750f2755958c38c9346f3737ce62b

Observation 19d9c81c-b851-4d62-9827-4a2ff1365a68 · outbound

This paper cites Sample- efficient learning-based dynamic environment navigation with transfer- ring experience from optimization-based planner,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Sample- efficient learning-based dynamic environment navigation with transfer- ring experience from optimization-based planner,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.095405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.026119Z digest=sha256:5897ea17d717ddc0f9ad084e6d25a2151737964d237f4f6195c11975ee9061ce

Observation 359f3c40-3c39-4caa-bb7b-4596b4859c98 · outbound

This paper cites StarCraft II: A New Challenge for Reinforcement Learning.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints StarCraft II: A New Challenge for Reinforcement Learning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:14.099990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.099990Z digest=sha256:9b99bd2d9df3df3a40cddb5485ee05e66d37f7b13734f6d2600e870b7bd20bef

Observation b06243ff-0768-4636-83da-970825f7394f · outbound

This paper cites Pathrl: An end-to-end path generation method for collision avoidance via deep reinforcement learning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Pathrl: An end-to-end path generation method for collision avoidance via deep reinforcement learning,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.088899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.237156Z digest=sha256:cefdabbecfdb8d58e08d498e721cd33457a00dc77bf74b5895e675bb3861ece3

Observation bd0526ba-60bc-4ad8-b549-3ff1420e537f · outbound

This paper cites PMM-Net: Single-stage Multi-agent Trajectory Prediction with Patching-based Embedding and Explicit Modal Modulation.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints PMM-Net: Single-stage Multi-agent Trajectory Prediction with Patching-based Embedding and Explicit Modal Modulation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:14.322158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.322158Z digest=sha256:cbe22530952844acb8467b09e76004cf226c0cb86a47b1c6453574fbc755e8c4

Observation 4d42b61d-e2f2-4942-b806-96497da2ed6a · outbound

This paper cites an unresolved cited work.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:14.435689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.435689Z digest=sha256:e545a1e25fd5278166766bb3e93b621c1820fcb65ff038d6e3321a14e2ec3be4

Observation b90bd64d-7dbd-4b83-b7ac-43f46a72debf · outbound

This paper cites Optimization- based local planner for a nonholonomic autonomous mobile robot in semi-structured environments,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Optimization- based local planner for a nonholonomic autonomous mobile robot in semi-structured environments,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.079027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.534034Z digest=sha256:f97f94c8f814de49936d35b640bf7a5444d7b6331f0ed59d3a0ab1fc365db72c

Observation 78eba341-d2ae-41fa-a723-80c418d550fe · outbound

This paper cites Proximal Policy Optimization Algorithms.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Proximal Policy Optimization Algorithms

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:14.653046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.653046Z digest=sha256:08c5da5731d521fc67e40c4886ed0c90fb3e6b13d34a45813f07681d4808eed0

Observation fdfccbde-5714-4417-8a77-4dd8b688aa99 · outbound

This paper cites Optimal reciprocal collision avoidance for multiple non- holonomic robots,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Optimal reciprocal collision avoidance for multiple non- holonomic robots,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:14.776776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.776776Z digest=sha256:46b5e0e2732dfd1d58bab9f3bb0b6678a7a831bad11135a2c7157936cbe9a2ff

Observation dbbb4d09-3a82-47d5-a746-7f404e398542 · outbound

This paper cites Integrated online trajec- tory planning and optimization in distinctive topologies,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Integrated online trajec- tory planning and optimization in distinctive topologies,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.069217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.846030Z digest=sha256:7a926581d1e8af545837f2e6dbf84edc2faab30330129defe8f272d984329214

Observation f67bfa7e-2860-4998-a9dd-045610bcf772 · outbound

This paper cites Robot navigation in a crowd by integrating deep reinforcement learning and online planning,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Robot navigation in a crowd by integrating deep reinforcement learning and online planning,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.062320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.926867Z digest=sha256:4772e1a20a2fd35ae535fd6dc8939a8f65c30c717aaa2406c2507fe2993852cb

Observation eca2eee9-19cf-4b2a-b97c-08d3efca4657 · outbound

This paper cites Dynamic Interval Restrictions on Action Spaces in Deep Reinforcement Learning for Obstacle Avoidance.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Dynamic Interval Restrictions on Action Spaces in Deep Reinforcement Learning for Obstacle Avoidance

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:47:14.965384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.928841Z digest=sha256:18370edd45b3f973be158c6ac6070beb8809cfe686c23d7daf824d2996c94c77

Observation debc66bb-b2c3-47b6-83f0-678c66a66698 · outbound

This paper cites Lio-sam: Tightly-coupled lidar inertial odometry via smoothing and mapping,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Lio-sam: Tightly-coupled lidar inertial odometry via smoothing and mapping,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:14.930970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.930970Z digest=sha256:642998c9d8bba6ea5e4f39d4e0a3a092c994cbc6b39773f9feb2d11457c81aaa

Observation 2638913d-3afc-4b60-ad8b-dc4853412d78 · outbound

This paper cites Unsupervised pre-training for person re-identification,.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Unsupervised pre-training for person re-identification,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:47:15.051947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:47:14.933414Z digest=sha256:6784020b4e9b1fbc1fdcccf74de3026091782d4dd023b3db36f7ca355e221027

Observation c81fe141-3c17-4314-a79f-5993e0643127 · outbound

This paper cites Soft Actor-Critic for Discrete Action Settings.

Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints Soft Actor-Critic for Discrete Action Settings

Reference 52

Resolution
malformed identifier
no resolver link, observed 2026-08-07T04:47:14.935311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:14.935311Z digest=sha256:f0ffb342bc40f3f731469b533dca63810edfb7126580765e34290c4440dfa623

Pith citing papers

Observation 25470b52-67d1-4e1c-a5d6-0bd809000a9b · inbound

RAVEN: Reinforcement-Adaptive Visibility-Graph Planning for Robust Humanoid Navigation with Collision-Free MPC cites this paper.

RAVEN: Reinforcement-Adaptive Visibility-Graph Planning for Robust Humanoid Navigation with Collision-Free MPC Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T22:35:37.157569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:35:37.157569Z digest=sha256:cfb56d3a80ff6d2865431d03d71740661517aa5a6d4546c02e6572c2b261a80a