Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:34:05.259398Z
Paper Citation Record · LEDGER
The impact of behavioral diversity in multi-agent reinforcement learning
As of 20 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 5 inbound Pith citation observations for arXiv:2412.16244.
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, observed 2026-08-06T20:39:06.662834Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
40 of 40 outbound references displayed
- verified exact2
- verified fuzzy16
- unresolved20
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation c4d7dd8f-91f5-47a7-b16c-beb4843e165b · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.083441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6f5177d-c092-4adf-aba6-72e4fecf7ada · outbound
This paper cites & Tindale, R.
The impact of behavioral diversity in multi-agent reinforcement learning & Tindale, R
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.158398Z
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 a0ffe3bd-6f63-4185-82d3-7927d2348db4 · outbound
This paper cites W., Aggarwal, I.
The impact of behavioral diversity in multi-agent reinforcement learning W., Aggarwal, I
Reference 3
- Resolution
- verified exact
- doi, observed 2026-08-11T11:34:05.331415Z
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 e8e412ca-d3f8-4f54-9cb6-4e572d7a69e5 · outbound
This paper cites & Rahwan, I.
The impact of behavioral diversity in multi-agent reinforcement learning & Rahwan, I
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.144927Z
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 ec8d1d20-c7f4-4d0b-a348-450746978ba4 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:06.131543Z
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 9ad711fa-1920-45e8-b8ce-b554cc3143b3 · outbound
This paper cites & Zhang, C.
The impact of behavioral diversity in multi-agent reinforcement learning & Zhang, C
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.117889Z
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 d1c57ad4-4678-4e25-a380-3381b2e7a542 · outbound
This paper cites K., Egorov, M.
The impact of behavioral diversity in multi-agent reinforcement learning K., Egorov, M
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.103484Z
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 b5a3603f-6f5f-4525-88de-07f527494cf6 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:06.088306Z
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 8853478b-9611-4475-b0e1-898f5ca1a8ef · outbound
This paper cites & Fergus, R.
The impact of behavioral diversity in multi-agent reinforcement learning & Fergus, R
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.073481Z
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 ec4cb549-b5bd-4881-addb-29d5d524838e · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:06.058751Z
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 c5451be3-ab2a-41ea-bcb3-c133d3558b27 · outbound
This paper cites & Whiteson, S.
The impact of behavioral diversity in multi-agent reinforcement learning & Whiteson, S
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.045214Z
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 ca8b3516-0242-4e7a-a661-9909683e35e0 · outbound
This paper cites System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning.
The impact of behavioral diversity in multi-agent reinforcement learning System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.134281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9467d7b8-5b5a-4409-8b44-56ebdd47ecf3 · outbound
This paper cites & Prorok, A.
The impact of behavioral diversity in multi-agent reinforcement learning & Prorok, A
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.030843Z
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 c03a826b-bc9f-48b9-9d5c-db5cfe518909 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:06.016167Z
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 ecf372f2-154c-47e1-986c-b9b191ee293e · outbound
This paper cites & Knoblich, G.
The impact of behavioral diversity in multi-agent reinforcement learning & Knoblich, G
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:06.000878Z
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 056748ca-34ed-481a-9c4d-2f2b9797573c · outbound
This paper cites J., Martinoli, A., Billard, A.
The impact of behavioral diversity in multi-agent reinforcement learning J., Martinoli, A., Billard, A
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.986204Z
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 a63e67c8-179a-47cc-aca7-b4ec73351f6e · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.972018Z
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 47766789-53bd-4602-8daa-781afaf9977e · outbound
This paper cites & Prorok, A.
The impact of behavioral diversity in multi-agent reinforcement learning & Prorok, A
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.162122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0b3bf95-4824-400e-9f54-d28861329eeb · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.166626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4742bb69-72a5-4f34-9201-6c70457e42f8 · outbound
This paper cites & Osawa, E.
The impact of behavioral diversity in multi-agent reinforcement learning & Osawa, E
Reference 20
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-11T11:34:05.639379Z
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 be8fafb9-8277-41a9-a6d7-015cb91d3d43 · outbound
This paper cites Layered Learning in Multiagent Systems: A Winning Approach to Robotic Soccer (The MIT Press, 2000).
The impact of behavioral diversity in multi-agent reinforcement learning Layered Learning in Multiagent Systems: A Winning Approach to Robotic Soccer (The MIT Press, 2000)
Reference 21
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-11T11:34:05.176021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2c9eb7e-ce41-4cb2-8b3d-abb390a10858 · outbound
This paper cites & Stone, P.
The impact of behavioral diversity in multi-agent reinforcement learning & Stone, P
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.957655Z
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 e32e52f8-259b-4bfe-8277-c20a11fbb5e6 · outbound
This paper cites A., Brink, W.
The impact of behavioral diversity in multi-agent reinforcement learning A., Brink, W
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.943532Z
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 e566ed4b-9093-4568-ab1a-f32fef9a92db · outbound
This paper cites & Tu, W.-W.
The impact of behavioral diversity in multi-agent reinforcement learning & Tu, W.-W
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.929489Z
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 a3ef7ce0-b8ce-4d72-bfd1-ba6abec6451f · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.915884Z
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 4b94b2b0-197c-4fe9-8a8c-08169f57f99b · outbound
This paper cites & Zhang, C.
The impact of behavioral diversity in multi-agent reinforcement learning & Zhang, C
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.900475Z
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 116edb83-f2c2-4389-9f40-0469f35d9792 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.885257Z
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 5ade353a-f620-4efb-b497-e970d2c1f6b9 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.868934Z
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 f7f9a2ee-1135-4fdc-b0ca-b77ed9b29380 · outbound
This paper cites W., Carscadden, K.
The impact of behavioral diversity in multi-agent reinforcement learning W., Carscadden, K
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.209646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fc52552-a6d8-47e1-8fc7-811c9f73effd · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.852552Z
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 53806d45-8504-40fa-84e2-66d94a0c2bc2 · outbound
This paper cites S., Givan, R., Immerman, N.
The impact of behavioral diversity in multi-agent reinforcement learning S., Givan, R., Immerman, N
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.837153Z
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 0f2891d2-5c4e-4512-8b55-57e854d5065a · outbound
This paper cites & Moens, V.
The impact of behavioral diversity in multi-agent reinforcement learning & Moens, V
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.822806Z
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 0e2c3500-84b1-4d97-b6b7-2b8581e77d94 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.807630Z
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 52f2b4e5-2aad-4642-a885-26743879d739 · outbound
This paper cites & Prorok, A.
The impact of behavioral diversity in multi-agent reinforcement learning & Prorok, A
Reference 34
- Resolution
- verified exact
- doi, observed 2026-08-11T11:34:05.295769Z
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 d4154ad8-f23c-4923-a540-74fc20d1713a · outbound
This paper cites Proximal Policy Optimization Algorithms.
The impact of behavioral diversity in multi-agent reinforcement learning Proximal Policy Optimization Algorithms
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.236758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2ab6be6-c6e8-4606-a732-e64d544ac4ab · outbound
This paper cites Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?.
The impact of behavioral diversity in multi-agent reinforcement learning Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.241747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8f82b9a-2005-46bb-8519-2fd65af2ec24 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.791020Z
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 7e959988-aaa6-4184-b864-f96f5ba2b286 · outbound
This paper cites Hydra - a framework for elegantly configuring complex applications.
The impact of behavioral diversity in multi-agent reinforcement learning Hydra - a framework for elegantly configuring complex applications
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:34:05.250965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 861a8943-031c-4a5f-b249-df0d2041d22a · outbound
This paper cites & Yahav, E.
The impact of behavioral diversity in multi-agent reinforcement learning & Yahav, E
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:34:05.763892Z
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 d69975ed-bfa1-4bfd-beed-7fc7ca656b14 · outbound
This paper cites an unresolved cited work.
The impact of behavioral diversity in multi-agent reinforcement learning Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:34:05.748313Z
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
Observation b2f0a12e-4729-4735-b59f-30d286fe8b96 · inbound
Dilution, Diffusion and Symbiosis in Spatial Prisoner's Dilemma with Reinforcement Learning cites this paper.
Dilution, Diffusion and Symbiosis in Spatial Prisoner's Dilemma with Reinforcement Learning The impact of behavioral diversity in multi-agent reinforcement learning
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:39:06.662834Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2840c9cd-d938-4fc1-b154-d20fca9b9ff6 · inbound
Graph-SND: Sparse Aggregation for Behavioral Diversity in Multi-Agent Reinforcement Learning cites this paper.
Graph-SND: Sparse Aggregation for Behavioral Diversity in Multi-Agent Reinforcement Learning The impact of behavioral diversity in multi-agent reinforcement learning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:06:06.771121Z
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 e97c484f-c9e6-433c-902f-00043358f7ca · inbound
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning cites this paper.
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning The impact of behavioral diversity in multi-agent reinforcement learning
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T03:52:12.511833Z
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 f2436865-4a38-4fcd-9d04-a64940e24d96 · inbound
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning cites this paper.
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning The impact of behavioral diversity in multi-agent reinforcement learning
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T20:42:57.991734Z
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 725d402c-cf9c-4461-a9d1-39ca8f229625 · inbound
Social-spatial dependencies for learning visual navigation cites this paper.
Social-spatial dependencies for learning visual navigation The impact of behavioral diversity in multi-agent reinforcement learning
Reference 99
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T10:26:10.844024Z
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.