Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:37:33.835218Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2608.06520.
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 2026-08-15T14:37:33.835218Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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 1f95496e-babd-4985-a496-4c097e772e89 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks A comprehensive survey on multi-agent reinforcement learning for connected and automated vehicles.Sensors, 23(10):4710, 2023
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 85a810b9-e726-4122-b4b8-8672d8705a18 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 461e1072-91b7-4ae3-9809-eab63ce303db · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4d0e2161-1cb5-4e6a-aa0f-d52e77652eea · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Cooperative multiagent deep reinforcement learning for reliable surveillance via autonomous multi-uav control.IEEE Transactions on Industrial Informatics, 18(10):7086–7096, 2022
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 45e979f8-8f84-48a8-8f89-2724d0fdf67c · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 961502ca-0e04-426a-bb91-e0ffb6ea8df0 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcb25e8a-32c2-4d2d-8ef3-7e329b39133e · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Camel: Communicative agents for" mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008, 2023
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e74cc00-8ae3-449a-b23e-a0266074ef78 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Robust llm-based multi-agent system with action negotiation and sharing redundancy enhancement
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e6c18cee-f530-4b2c-b544-dfcc770d8b89 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Not what you’ve signed up for: Compromising real-world llm-integrated applications with indirect prompt injection, 2023
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f92feeb6-ae31-4a74-8223-42d50ca99b7b · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks The byzantine generals problem
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3ddb354c-6055-49ce-8b2f-1f52249dd301 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Learning from history for byzantine robust optimization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8f7258b4-f119-478e-9c91-1dc5ae02f1ac · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Adversarial Policies: Attacking Deep Reinforcement Learning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a717d7e3-c0dd-477b-8dcd-5604582d1fc9 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks On the robustness of cooperative multi-agent reinforcement learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 06209aab-a72b-43b6-a19d-42fd3db4d702 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Attacking cooperative multi-agent reinforcement learning by adversarial minority influence
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation aad9e6e3-1f10-4a63-a633-1a81e75c3bfa · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Empirical study on robustness and resilience in cooperative multi-agent reinforcement learning.Advances in Neural Information Processing Systems, 38:44009–44052, 2026
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4a4d3f07-d084-4409-be8f-dc2f990bb390 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Robust dynamic programming.Mathematics of Operations Research, 30(2):257–280, 2005
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e684cdd-ac2f-4e1d-af5f-8e729dc8bec0 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks The Statistical Complexity of Interactive Decision Making
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d36f409-86c1-4d41-9a17-abf66e679a64 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Regret Bounds for Robust Online Decision Making
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e003576-bcb2-4b98-92e6-bf83689f8a23 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Action robust reinforcement learning and applications in continuous control
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3d939808-957e-4d20-8bc3-67b195c333a2 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Resilient multi-agent reinforcement learning with adversarial value decomposition
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 67efacdf-9c50-4e9f-92d7-1df816d09712 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9cffc3c5-b9c7-4156-abc3-d47200021b12 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 21996f1d-8760-4e0c-bd9c-072e0b6525ce · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93925888-ecaa-46f4-8b79-a56b65397ec8 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Roping in uncertainty: Robustness and regularization in markov games
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f5e57ce0-8db4-4aea-acdf-3d72e96f9b7e · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Byzantine robust cooperative multi-agent reinforcement learning as a bayesian game
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 648cb9d8-113c-4a42-be98-e429180c478f · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Defending against unknown corrupted agents: Reinforcement learning of adversarially robust nash equilibria.Transactions on Machine Learning Research, 2024
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9bc57015-2331-457b-a3ae-c35fb7db6abb · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Byzantine-robust online and offline distributed reinforcement learning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 62969dcc-4d3b-45d1-9042-fbdad033233d · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Byzantine tolerant algorithms for federated learning.IEEE Transactions on Network Science and Engineering, 10(6):3172–3183, 2023
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9c8a3e77-1c17-43a3-881e-561c084e1f64 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Provably robust federated reinforcement learning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6236f046-10e3-4e4e-84ae-2d1bc9d467b6 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Br- defedrl: Byzantine-robust decentralized federated reinforcement learning with fast convergence and communication efficiency
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c2995c4b-eca3-4bc2-bd7b-bd1ccf39a5f2 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Byzantine-robust federated reinforcement learning via critical parameter analysis.International Journal of Machine Learning and Cybernetics, 16(12):10607–10620, 2025
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 387aa618-f968-4346-a80d-12898d9ec9be · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Byzantine-robust federated deep deterministic policy gradient
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 59d58499-8a4e-4054-8f53-05d3d5a78888 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Byzantine-robust federated learning with optimal statistical rates
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation da584e03-6665-4ee6-940b-4114fc46a1e8 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Robust control of markov decision processes with uncertain transition matrices.Operations Research, 53(5):780–798, 2005
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c6f2cef-ac8b-4b05-b838-8f87fe9b0088 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Robust markov decision processes.Mathematics of Operations Research, 38(1):153–183, 2013
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 709eeea1-0e85-4dc5-92c3-7aea72446f56 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Sample complexity of robust reinforcement learning with a generative model
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bbe48c57-fed7-4482-a51e-35d9f80bc986 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Toward theoretical understandings of robust markov decision processes: Sample complexity and asymptotics.The Annals of Statistics, 50(6):3223–3248, 2022
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d7c99203-09f1-416d-aeb3-0f61e06a57d4 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e740092-c2e7-4b10-a2a7-87f507c45874 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Online robust reinforcement learning with model uncertainty
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 346c9fc6-348f-4e3f-baea-f28d2b42fcbf · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cdaa6028-c9c3-45e7-8420-18404ba351f8 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Sample complexity of distributionally robust off-dynamics reinforcement learning with online interaction
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb84cf09-ff1d-4514-b679-ec889e8c81a6 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Corruption-robust offline reinforcement learning with general function approximation.Advances in Neural Information Processing Systems, 36:36208–36221, 2023
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8357c133-8888-4122-8490-28d98e80e869 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Corruption-Robust Offline Reinforcement Learning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac97d750-468a-4be0-9da3-b23e5ac4f856 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Corruption-robust exploration in episodic reinforcement learning
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 339d2c7d-9fd0-4023-bcbd-42bdabe2d8c1 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Online learning in unknown markov games
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 34932280-870d-4464-9bf6-33cdbe34a823 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Online learning for uninformed markov games: Empirical nash-value regret and non-stationarity adaptation.arXiv preprint arXiv:2602.07205, 2026
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ee648d7c-6abb-4396-b4f4-aa4e1331f232 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Learning markov games with adversarial opponents: Efficient algorithms and fundamental limits
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d5ca4631-4a1e-48b8-80ee-2821317b84da · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 26531244-f609-4e84-afd4-487d18fb677a · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks The maxmin value of stochastic games with imperfect monitoring.International journal of game theory, 32(1):133–150, 2003
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6c398d7d-2595-482b-b3d2-516e3df4b8e7 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Sample-efficient reinforcement learning of partially observable markov games.Advances in Neural Information Processing Systems, 35:18296–18308, 2022
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53b36374-2399-49b8-9e26-86f8fc15e028 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Fictitious play in markov games with single controller
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 49afd8e0-d1a9-41e5-abfd-697278ab2e82 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks A finite-sample analysis of payoff-based independent learning in zero-sum stochastic games.Advances in Neural Information Processing Systems, 36:75826–75883, 2023
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638e3427-04ea-463a-9a7b-4984e7e39ae6 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Learning in zero-sum markov games: Relaxing strong reachability and mixing time assumptions
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8274ad05-902c-4c03-9463-ed4c06fb1009 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks Regret minimization and convergence to equilibria in general-sum markov games
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 13b784d1-3b32-4a97-a0e1-f4c99bb116c8 · outbound
Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks HX h=1 Rh # ≤E ϖ,u⋆
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.