Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:54:29.877002Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2505.23376.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:54:29.877002Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 24462c44-118b-44d1-a8dc-31f3a02cc234 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Generating task reallocation suggestions to handle contingencies in human-supervised multi-robot missions,
Reference 1
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.
Observation 20357a6c-5629-44c5-8ede-372416610c53 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Near-optimal area- coverage path planning of energy-constrained aerial robots with appli- cation in autonomous environmental monitoring,
Reference 3
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.
Observation ea5fba40-acc7-4e87-8671-5d9d2fcd8d9b · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Decen- tralized control of a heterogeneous human–robot team for exploration and patrolling,
Reference 4
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.
Observation 0bae0205-1b1d-420f-a602-78cc0174b316 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Autonomous robotic exploration based on multiple rapidly-exploring randomized trees,
Reference 5
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.
Observation a10e03d1-cb7e-4837-b5e6-620679eafc0b · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multi-AGV's temporal memory-based RRT explo- ration in unknown environment,
Reference 6
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.
Observation 32483ea7-43df-483f-a316-2beeca4ce553 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multi-robot multi-room exploration with geometric cue extraction and circular decomposition,
Reference 7
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.
Observation 35ab30e0-564c-4c00-a986-935b283316ad · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Distributed multi-robot potential-field-based exploration with submap-based mapping and noise-augmented strategy,
Reference 8
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.
Observation edc14beb-c911-40eb-91f8-086c7f3c55b8 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration SMMR-explore: SubMap-based multi-robot exploration system with multi-robot multi-target potential field exploration method,
Reference 9
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.
Observation 850514f4-b100-44fd-a1e2-8da5f9869784 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Cooperative exploration of networked multi-robot systems using minimal information entropy,
Reference 10
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.
Observation b76c2fba-a774-49d9-9364-1b247b3d821a · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multi-robot exploration and coverage: Entropy- based adaptive maps with adjacency control laws,
Reference 11
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.
Observation 72bc8845-bfcd-4b8b-bece-122b68908b3f · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Coordination methods for entropy-based multi-agent exploration under sparsity constraints,
Reference 12
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.
Observation a877e549-981a-45c6-b341-50bde4d89334 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Mapping and exploration in a hierarchical heterogeneous multi-robot system using limited capability robots,
Reference 13
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.
Observation aeba90a9-d3ca-4c6e-869c-d4c862a8da95 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Cure: A hierarchical framework for multi-robot au- tonomous exploration inspired by centroids of unknown regions,
Reference 14
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.
Observation 0673f49d-bacb-4d11-9c98-20f5adfb1bc0 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Learning to explore using active neural slam,
Reference 15
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.
Observation 658866bd-3962-4b20-8dc4-989f7074346a · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration The surprising effectiveness of PPO in cooperative multi agent games,
Reference 16
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.
Observation 5975d608-6c4c-4db9-a149-ea8133a55c12 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Communication-efficient multi-robot exploration using coverage-biased distributed q-learning,
Reference 17
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.
Observation 2b1dc661-1530-48bb-8b67-32abc45e62af · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration IR 2: Implicit rendezvous for robotic exploration teams under sparse intermittent connectivity,
Reference 18
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.
Observation da39a315-ecea-47ed-be9f-c48dca85bd5c · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Enabling large-scale heterogeneous collaboration with op- portunistic communications,
Reference 19
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.
Observation 98acf371-b164-4ee1-9639-300ea2f2a8e6 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Representation gran- ularity enables time-efficient autonomous exploration in large, complex worlds,
Reference 20
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.
Observation 1270962e-2b2d-48ce-a5ce-9d6bea94ace4 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Fast multi-UA V decentralized exploration of forests,
Reference 21
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.
Observation 98967d87-f6ae-4986-bca3-213c08cd6d54 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration RACER: Rapid collaborative exploration with a decentralized multi-UA V system,
Reference 22
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.
Observation bbbfef95-02fd-486f-83be-1e707a50bf5a · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Decentralized multi-agent exploration with limited inter-agent communications,
Reference 23
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.
Observation b245ca49-a12d-4b1a-bb0b-1b09bd1e9209 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Coordinated multi-agent ex- ploration, rendezvous, & task allocation in unknown environments with limited connectivity,
Reference 24
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.
Observation a15e8129-b28d-4da6-8013-d764f43f274d · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Meeting-merging-mission: A multi-robot coordinate framework for large-scale communication-limited exploration,
Reference 25
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.
Observation 364cef16-4c97-409a-855f-dc2ae05f45ff · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration MR-TopoMap: Multi- robot exploration based on topological map in communication restricted environment,
Reference 26
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.
Observation 176314dd-9f4a-4f4b-884c-d2af545e0fd8 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration GVGExp: Communication-constrained multi- robot exploration system based on generalized voronoi graphs,
Reference 27
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.
Observation 6b54596d-39fd-4dd3-927c-0a8cebb6d6b5 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Intermittent connectivity for exploration in communication-constrained multi-agent systems,
Reference 28
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.
Observation 5cc830e5-662f-499d-8e24-47d767860611 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multirobot exploration of communication-restricted environments: A survey,
Reference 29
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.
Observation 70cc2eb0-8aee-4d94-8767-a928b11ceb7a · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration A critical review of communi- cations in multi-robot systems,
Reference 30
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.
Observation 71f61b6b-c4ae-4b26-a394-633b4c3d215b · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Distributed state estimation using intermittently connected robot networks,
Reference 31
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.
Observation 78faec58-8c71-47ad-b529-eb0fa2a6eb68 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Distributed multi-robot coor- dination in area exploration,
Reference 32
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.
Observation b7a450b2-b41d-482f-94e0-7c8273bb15b5 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multirobot tree and graph exploration,
Reference 33
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.
Observation 510ee8e0-e3ab-49e9-b2ff-95a3456f7ae8 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multi-robot taboo-list exploration of unknown structured environments,
Reference 34
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.
Observation b1baac20-1ad2-406f-b4c8-c8c65a99d33c · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Collaboration in multi-robot exploration: To meet or not to meet?
Reference 35
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.
Observation d88a6f60-8b3e-4c4f-8030-6973ab010f1c · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration A mathematical theory of communication,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e94225e-dd4f-40ca-b9df-69cf19aa8eda · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration A mathematical theory of communication,
Reference 37
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.
Observation f1a43b51-1ab8-448c-a5c9-1f912cf3a5c3 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Potential information fields for mobile robot exploration,
Reference 38
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.
Observation eda41140-5c06-487d-9f47-821d756fd658 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Fast frontier-based information-driven autonomous exploration with an mav,
Reference 39
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.
Observation 07e7ce75-4658-446e-adf3-5ae008c2abf6 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Autonomous robotic exploration using occupancy grid maps and graph slam based on shannon and r ´enyi entropy,
Reference 40
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.
Observation 074f38be-a16b-4cbf-8afa-4ca1465ee862 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Autonomous robotic exploration using a utility function based on r ´enyi’s general theory of entropy,
Reference 41
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.
Observation 23d640b8-ac9d-4d3c-a7c2-cf8e3edd6f92 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration High resolution maps from wide angle sonar,
Reference 42
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.
Observation 21b0c429-773b-4dac-b9b6-14283fe9bb2f · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Explore-bench: Data sets, metrics and evaluations for frontier-based and deep-reinforcement-learning-based autonomous ex- ploration,
Reference 43
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.
Observation d640b06d-d0b9-4c14-8bc7-06fd1de3528a · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration A decentralized hybrid method for goal assignment in multi-robot exploration,
Reference 44
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.
Observation 223aad03-3386-4f5b-af70-bcb6ca9b4bea · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Autonomous exploration using a tree structure for goal selection,
Reference 45
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.
Observation a5cb6f1b-0c4d-4493-9d08-76aa1d6b7d7c · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Decentralized goal assignment and safe trajectory generation in multirobot networks via multiple lyapunov functions,
Reference 46
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.
Observation 5ff912a7-5b04-49f3-a45a-ac00daf34288 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Graph neural network for decentralized multi-robot goal assignment,
Reference 47
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.
Observation 65ee5634-ee9f-4347-a971-f4b9ca9f0785 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Design and use paradigms for gazebo, an open-source multi-robot simulator,
Reference 48
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.
Observation 9a7888c2-7d74-4f5f-adc2-abd59d412f90 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration A quantitative study of tuning ros gmapping parameters and their effect on performing indoor 2D SLAM,
Reference 49
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.
Observation fb5cfd88-c9aa-485e-b897-91578863e149 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration map merge 2d,
Reference 50
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.
Observation 042321b7-fbe5-4597-a04a-0715b69a3fc3 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Map-merging for multi-robot system,
Reference 51
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.
Observation 2190a6fd-f0b0-4fe8-8e99-63092a601ee0 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration NLOS identification and compensation for UWB ranging based on obstruction classification,
Reference 53
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.
Observation f600d784-405b-4a84-83df-cca9d95462fb · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration A survey on blockchain in robotics: Issues, opportunities, challenges and future directions,
Reference 54
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.
Observation 483a28d8-25d6-4e15-8530-11f3ccc9aafe · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Congestion- aware policy synthesis for multirobot systems,
Reference 55
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.
Observation 97488bd1-3c10-42c8-a01e-3d673e62dc00 · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration Multi-robot exploration in task allocation problem,
Reference 56
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.
Observation e8424b52-d0ee-43d5-b751-5927caec8b1d · outbound
MEF-Explore: Communication-Constrained Multi-Robot Entropy-Field-Based Exploration He is currently working as a Senior Research Fellow at Nanyang Technological University
Reference 2014
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.
No inbound Pith citation observations are available.