Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T23:38:10.770637Z
Paper Citation Record · LEDGER
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning
As of 19 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2412.20075.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
Reference resolution
34 of 34 outbound references displayed
- verified exact0
- verified fuzzy27
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f3b9b49a-d7ce-467f-9cbe-e1b09bc19143 · outbound
This paper cites In: 2020 6th International Conference on Control, Automation and Robotics (ICCAR), pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: 2020 6th International Conference on Control, Automation and Robotics (ICCAR), pp
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.180662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7714c6fe-d768-411b-a684-d55dba20be6e · outbound
This paper cites IEEE Robotics and Automa- tion Letters 6(2), 2091–2098 (2021).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning IEEE Robotics and Automa- tion Letters 6(2), 2091–2098 (2021)
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.171126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 025df0de-a090-48a7-b398-2c9feb533fc0 · outbound
This paper cites 2023 China Automation Congress (CAC), 7639–7644 (2023).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning 2023 China Automation Congress (CAC), 7639–7644 (2023)
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.161584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b22d49cd-a176-4f70-add2-5c90d3ae6348 · outbound
This paper cites iHERO: Interactive Human-oriented Exploration and Supervision Under Scarce Communication.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning iHERO: Interactive Human-oriented Exploration and Supervision Under Scarce Communication
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-10T23:38:10.896986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ed5fa379-608c-4748-b856-88099d02d18b · outbound
This paper cites IEEE Robotics and Automation Letters 4, 610–617 (2019) 25.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning IEEE Robotics and Automation Letters 4, 610–617 (2019) 25
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.152476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ef097b96-2c9c-4ed0-a89b-42cce7ebc1d9 · outbound
This paper cites In: 2022 China Automation Congress (CAC), pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: 2022 China Automation Congress (CAC), pp
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.142678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b176fb78-9cae-4550-a194-7e61dee31b78 · outbound
This paper cites IEEE Transactions on Vehicular Technology 69(12), 14413–14423 (2020).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning IEEE Transactions on Vehicular Technology 69(12), 14413–14423 (2020)
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.132987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b9b055a6-549f-4b02-9c48-4fcb05ea33d6 · outbound
This paper cites Current Robotics Reports 1(4), 227–237 (2020).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Current Robotics Reports 1(4), 227–237 (2020)
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.122950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 574e8634-5ef6-4349-8c51-5fb721be1573 · outbound
This paper cites Robotic Exploration for Mapping.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Robotic Exploration for Mapping
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-10T23:38:10.879379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e8dd836c-2104-424c-aa93-a33df7fa9734 · outbound
This paper cites In: Proceedings of the Second International Conference on Autonomous Agents, pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: Proceedings of the Second International Conference on Autonomous Agents, pp
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.113905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation de98f7a6-ea8d-467c-b5b0-c47b8da4bfec · outbound
This paper cites In: Pro- ceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence, pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: Pro- ceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence, pp
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.105139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fd415638-01ce-4c94-9dd5-ad973a195f85 · outbound
This paper cites In: Intelligent Robotics and Applications: 5th International Conference, ICIRA 2012, Montreal, Canada, October 3-5, 2012, Proceedings, Part II 5, pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: Intelligent Robotics and Applications: 5th International Conference, ICIRA 2012, Montreal, Canada, October 3-5, 2012, Proceedings, Part II 5, pp
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.096236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b768d2a5-f3ff-4cd7-9a01-b7f4ecb097dd · outbound
This paper cites In: ISR 2010 (41st International Symposium on Robotics) and ROBOTIK 2010 (6th German Conference on Robotics), pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: ISR 2010 (41st International Symposium on Robotics) and ROBOTIK 2010 (6th German Conference on Robotics), pp
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.087723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 293a7640-a05e-4976-aa7e-dda1e982f55f · outbound
This paper cites IF AC-PapersOnLine 53(2), 9682–9687 (2020).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning IF AC-PapersOnLine 53(2), 9682–9687 (2020)
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.077286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation af43daaf-8f98-42de-a343-e6287a52f4e1 · outbound
This paper cites The International Journal of Robotics Research 33(2), 215–236 (2014).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning The International Journal of Robotics Research 33(2), 215–236 (2014)
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.066447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a6b512a2-337c-4144-801a-cf4a783bd0bb · outbound
This paper cites In: 2018 13th Annual Conference on System of Systems Engineering (SoSE), pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: 2018 13th Annual Conference on System of Systems Engineering (SoSE), pp
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.055329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 27632394-f64d-4029-91f6-c09421d3f3a8 · outbound
This paper cites In: 2017 IEEE/RSJ International 26 Conference on Intelligent Robots and Systems (IROS), pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: 2017 IEEE/RSJ International 26 Conference on Intelligent Robots and Systems (IROS), pp
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.044341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0d9ed8dd-6836-4a61-b4a3-29930b4843d2 · outbound
This paper cites In: Proceedings 2000 ICRA.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: Proceedings 2000 ICRA
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.033998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2accbc1-c2db-419d-9beb-ff7a144fcb83 · outbound
This paper cites Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:38:10.714753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dcba1ae-6435-42c8-8d09-168dd4c7c0b3 · outbound
This paper cites IEEE Robotics and Automation Letters 7(2), 3435–3442 (2022).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning IEEE Robotics and Automation Letters 7(2), 3435–3442 (2022)
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.023865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aaf458cf-aa48-43a2-b4fd-95cc13b53219 · outbound
This paper cites Entropy 21(3), 294 (2019).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Entropy 21(3), 294 (2019)
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.012687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8f1cde78-4569-45e4-8e71-c08f68011fb7 · outbound
This paper cites https://arxiv.org/abs/2011.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning https://arxiv.org/abs/2011
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:11.001650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7f8923c3-db87-4a9a-a561-d796e317332c · outbound
This paper cites In: 2020 IEEE International Conference on Robotics and Automation (ICRA), pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: 2020 IEEE International Conference on Robotics and Automation (ICRA), pp
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.991210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3fb75c5e-50d3-44d5-9e17-191417027b50 · outbound
This paper cites IEEE Intelligent Systems 32(6), 48–57 (2017).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning IEEE Intelligent Systems 32(6), 48–57 (2017)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.980246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e3fd4a25-f0ec-47d9-ba81-ab7c4757d84b · outbound
This paper cites Springer Proceedings in Advanced Robotics, pp.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Springer Proceedings in Advanced Robotics, pp
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.969601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 286d3d52-d0f8-4888-9150-dbd27e923e88 · outbound
This paper cites Multi-Robot Coverage and Exploration using Spatial Graph Neural Networks.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Multi-Robot Coverage and Exploration using Spatial Graph Neural Networks
Reference 26
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-10T23:38:10.850797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fb1ce160-e329-4b47-9688-73b4b3178f9f · outbound
This paper cites Journal of Machine Learning Research25(1-67), 1 (2024).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Journal of Machine Learning Research25(1-67), 1 (2024)
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.958547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d5d29a33-18ba-4c94-9055-48d3e23987fc · outbound
This paper cites : Pettingzoo: Gym for multi-agent reinforcement learning.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning : Pettingzoo: Gym for multi-agent reinforcement learning
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.947264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 313f7a28-d11f-4b04-8fbe-cb7f646e5e13 · outbound
This paper cites Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration
Reference 29
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-10T23:38:10.833665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f82f78cb-f4de-4e91-8fd5-9b7e0b0f8403 · outbound
This paper cites Further Generalizations of the Jaccard Index.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Further Generalizations of the Jaccard Index
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:38:10.756745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ed38819-71de-4621-9e5a-b13b3139f071 · outbound
This paper cites Science Robotics 7(66), 6074 (2022).
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Science Robotics 7(66), 6074 (2022)
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.935936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c671089-9c74-44a6-b505-d4852ef9f355 · outbound
This paper cites In: 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning In: 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.922908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aef5c473-ad10-4e09-ab4f-ff7135d4c26b · outbound
This paper cites OpenAI Gym.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning OpenAI Gym
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:38:10.767374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c2743cf-9e6e-42c1-81b3-bb480af32d79 · outbound
This paper cites Journal of Open Source Software 6(61), 2783 (2021) 28.
Investigating the Impact of Communication-Induced Action Space on Exploration of Unknown Environments with Decentralized Multi-Agent Reinforcement Learning Journal of Open Source Software 6(61), 2783 (2021) 28
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:38:10.910258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.