Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T23:21:48.588761Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2602.14033.
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 2026-08-02T23:21:48.588761Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 935b7a21-167e-441e-860c-bf6c9f81fc52 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Embodied Intelligence: A Synergy of Morphology, Action, Perception and Learning,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b93d697c-ac48-4f89-bc76-33768c7eb61b · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cc690f5-d47b-4878-b533-62b1352c423b · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Empowering the 6G Cellular Architecture with Open RAN,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39e57ebe-85c0-4eb8-83a5-1a76baf1098d · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Channel Nonstationarity and Consistency for Beyond 5G and 6G: A Survey,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34c88334-1e2f-40de-a444-9024136adf77 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d8245fc-1c91-473e-b6a8-bf8e09f3b452 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Convolutional Networks for Images, Speech, and Time Series,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b47c7b5-c0ef-47c0-a7df-e1190d864083 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Autoencoders
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09420858-7ea1-41b3-8236-d634de0bf645 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Causal Reasoning: Charting a Revolutionary Course for Next- Generation AI-Native Wireless Networks,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0f0ed5c-87f8-49b5-831c-7a0e5ea1b4bc · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b40b6c1-0842-43b2-9ef7-b3809b8888b7 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks An Intro- duction to Deep Reinforcement Learning,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04eaf72a-e082-48cc-83b4-46c044b975cb · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks OnSlicing: Online End-to-End Network Slicing with Reinforcement Learning,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation feadacb4-2f41-4d5a-9cfd-bbf0d3fbb087 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks ORANSlice: An Open Source 5G Network Slicing Platform for O-RAN,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 171fc094-b4fc-4aa4-b0c6-ece7cb151d7a · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Explainable Deep Reinforcement Learning: State of the Art and Challenges,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 555d10dc-5aeb-46a0-b29c-b51a54b9a38f · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Generalization- Enhanced DRL-Based Resource Allocation in Wireless Communica- tion Networks With Dynamic User Loads,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6e1a6e9-57d6-4a21-a191-90ba415845fa · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks AI Embodiment Through 6G: Shaping the Future of AGI,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03447af4-550d-40d7-8875-0b0607e5720a · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks From artificial intelligence to active inference: the key to true AI and the 6G world brain [Invited],
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7fe08d4-eba1-471a-8bab-a5c203519646 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Active inference and learning,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d93f5f6-baf4-43fe-a03e-5c3eb57d10c9 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51d8e2cc-2055-4311-a0be-5383295af0b9 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78fdceaa-6a46-4515-abeb-54ddd4e99396 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Explainable Artificial Intelligence for 6G: Improving Trust between Human and Machine,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4329ec17-9dcc-4023-a182-d21c1c2fc268 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks A Unified Approach to Interpreting Model Predictions,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3e59cd3-5bf7-4c41-bd2c-e83c6c0ae2ce · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks “Why Should I Trust You?
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c17fb281-c894-41ee-a49f-6d51d3bec4f4 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks XAInomaly: Explainable, Interpretable and Trustworthy AI for xURLLC in 6G Open-RAN,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4939155b-f831-4b7e-a760-fbbdf6aa828a · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks EXPLORA: AI/ML EXPLainability for the Open RAN,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e58c94-55a2-4546-aabe-31d849effd9d · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Towards Explainable AI for Channel Estimation in Wireless Communications,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29042c3f-1dab-472e-9700-b7498611d1f0 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks ChronoProf: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c935194-0d26-4aa8-9453-2e716a613a3c · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks AIChronoLens: Advancing Explainability for Time Series AI Forecasting in Mobile Networks,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf9b969d-a25e-4b47-bf62-87eb10902a3c · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0729c3f0-3c26-4663-920f-5585cfc13684 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Active inference on discrete state-spaces: A synthesis,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab4e73e2-86d8-48e9-a59c-1f28fe4d7ed9 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Reinforce- ment Learning through Active Inference,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9ba9923-3622-4534-b49a-f04414b39e08 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks An Empirical Study of Active Inference on a Humanoid Robot,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fc55d0d-048c-45de-bcd4-98275370f7a0 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Real-World Robot Control Based on Contrastive Deep Active Inference With Demonstrations,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f0022ad-e84b-4fa6-87b8-7ae3bcd60f90 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Designing explainable arti- ficial intelligence with active inference: A framework for transparent introspection and decision-making,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cb12e9d-fe44-4a49-bec3-ee07a8807ad3 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 373a7f47-05ea-4dbe-81ae-2b9c4857256b · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks The free-energy principle: a unified brain theory?
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdff0f3d-8478-4e00-a1fc-23e986add340 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Aerial: A GPU Hyperconverged Platform for 5G,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc752c9c-3b56-40a8-a64a-ac5a4f2779c5 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks NVIDIA Aerial GPU Hosted AI-on-5G,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e87ef88b-b631-4d0f-a06f-b78c46a93231 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks NVIDIA Aerial SDK
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8aed494-ecc7-4051-81dd-6e90126f5358 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks OpenAirInterface: Democratizing innovation in the 5G Era,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5b3b966-c326-4d36-993e-835f6423981a · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Foxconn RPQN
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02c322d0-60de-4973-97e1-0b5d13bfe514 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks OSC Near Realtime RIC
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad8d0c0e-a7fe-44f4-95a1-16321955a39c · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks ColO- RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8066889b-957d-4816-a176-b1d49471507e · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Playing Atari with Deep Reinforcement Learning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa546399-1e91-4cdf-b630-816fab050b04 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Deep Reinforcement Learning with Double Q-learning,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62689965-e5df-4acb-8f1a-ec1e2d2d6b3e · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Simple statistical gradient-following algorithms for connectionist reinforcement learning,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11819860-8748-4038-bbce-715cb39ebfd2 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Proximal Policy Optimization Algorithms,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06865178-40f1-4697-89bc-67e6380e8150 · outbound
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.