Paper Citation Record · LEDGER

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks

As of 9 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.

pith.paper-citation-record.v1
2602.14033 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:21:48.588761Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

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verified fuzzy0
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External citation measurements

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Outbound references

Observation 935b7a21-167e-441e-860c-bf6c9f81fc52 · outbound

This paper cites Embodied Intelligence: A Synergy of Morphology, Action, Perception and Learning,.

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

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Unavailable: canonical work link unavailable.

Observation b93d697c-ac48-4f89-bc76-33768c7eb61b · outbound

This paper cites Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:44.642885Z

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Observation 2cc690f5-d47b-4878-b533-62b1352c423b · outbound

This paper cites Empowering the 6G Cellular Architecture with Open RAN,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Empowering the 6G Cellular Architecture with Open RAN,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:44.739986Z

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Observation 39e57ebe-85c0-4eb8-83a5-1a76baf1098d · outbound

This paper cites Channel Nonstationarity and Consistency for Beyond 5G and 6G: A Survey,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:44.842073Z

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Observation 34c88334-1e2f-40de-a444-9024136adf77 · outbound

This paper cites A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:44.920308Z

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Observation 4d8245fc-1c91-473e-b6a8-bf8e09f3b452 · outbound

This paper cites Convolutional Networks for Images, Speech, and Time Series,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Convolutional Networks for Images, Speech, and Time Series,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:44.977618Z

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Observation 7b47c7b5-c0ef-47c0-a7df-e1190d864083 · outbound

This paper cites Autoencoders.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Autoencoders

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.037157Z

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Observation 09420858-7ea1-41b3-8236-d634de0bf645 · outbound

This paper cites Causal Reasoning: Charting a Revolutionary Course for Next- Generation AI-Native Wireless Networks,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.156215Z

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Observation c0f0ed5c-87f8-49b5-831c-7a0e5ea1b4bc · outbound

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BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.323300Z

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Observation 0b40b6c1-0842-43b2-9ef7-b3809b8888b7 · outbound

This paper cites An Intro- duction to Deep Reinforcement Learning,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks An Intro- duction to Deep Reinforcement Learning,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.388006Z

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Observation 04eaf72a-e082-48cc-83b4-46c044b975cb · outbound

This paper cites OnSlicing: Online End-to-End Network Slicing with Reinforcement Learning,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.461238Z

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Observation feadacb4-2f41-4d5a-9cfd-bbf0d3fbb087 · outbound

This paper cites ORANSlice: An Open Source 5G Network Slicing Platform for O-RAN,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.546006Z

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Observation 171fc094-b4fc-4aa4-b0c6-ece7cb151d7a · outbound

This paper cites Explainable Deep Reinforcement Learning: State of the Art and Challenges,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.617911Z

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Observation 555d10dc-5aeb-46a0-b29c-b51a54b9a38f · outbound

This paper cites Generalization- Enhanced DRL-Based Resource Allocation in Wireless Communica- tion Networks With Dynamic User Loads,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.696476Z

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Observation d6e1a6e9-57d6-4a21-a191-90ba415845fa · outbound

This paper cites AI Embodiment Through 6G: Shaping the Future of AGI,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.794396Z

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Observation 03447af4-550d-40d7-8875-0b0607e5720a · outbound

This paper cites From artificial intelligence to active inference: the key to true AI and the 6G world brain [Invited],.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:45.891616Z

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Observation e7fe08d4-eba1-471a-8bab-a5c203519646 · outbound

This paper cites Active inference and learning,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Active inference and learning,

Reference 17

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Observation 2d93f5f6-baf4-43fe-a03e-5c3eb57d10c9 · outbound

This paper cites Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.059259Z

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Observation 51d8e2cc-2055-4311-a0be-5383295af0b9 · outbound

This paper cites Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.129691Z

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Observation 78fdceaa-6a46-4515-abeb-54ddd4e99396 · outbound

This paper cites Explainable Artificial Intelligence for 6G: Improving Trust between Human and Machine,.

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

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Observation 4329ec17-9dcc-4023-a182-d21c1c2fc268 · outbound

This paper cites A Unified Approach to Interpreting Model Predictions,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks A Unified Approach to Interpreting Model Predictions,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.235282Z

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Observation d3e59cd3-5bf7-4c41-bd2c-e83c6c0ae2ce · outbound

This paper cites “Why Should I Trust You?.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks “Why Should I Trust You?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.293216Z

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Observation c17fb281-c894-41ee-a49f-6d51d3bec4f4 · outbound

This paper cites XAInomaly: Explainable, Interpretable and Trustworthy AI for xURLLC in 6G Open-RAN,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.339419Z

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Observation 4939155b-f831-4b7e-a760-fbbdf6aa828a · outbound

This paper cites EXPLORA: AI/ML EXPLainability for the Open RAN,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks EXPLORA: AI/ML EXPLainability for the Open RAN,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.433723Z

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Observation 34e58c94-55a2-4546-aabe-31d849effd9d · outbound

This paper cites Towards Explainable AI for Channel Estimation in Wireless Communications,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.536584Z

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Observation 29042c3f-1dab-472e-9700-b7498611d1f0 · outbound

This paper cites ChronoProf: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.658463Z

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Observation 6c935194-0d26-4aa8-9453-2e716a613a3c · outbound

This paper cites AIChronoLens: Advancing Explainability for Time Series AI Forecasting in Mobile Networks,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.722593Z

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Observation bf9b969d-a25e-4b47-bf62-87eb10902a3c · outbound

This paper cites SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.815674Z

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Observation 0729c3f0-3c26-4663-920f-5585cfc13684 · outbound

This paper cites Active inference on discrete state-spaces: A synthesis,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Active inference on discrete state-spaces: A synthesis,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:46.891497Z

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Observation ab4e73e2-86d8-48e9-a59c-1f28fe4d7ed9 · outbound

This paper cites Reinforce- ment Learning through Active Inference,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Reinforce- ment Learning through Active Inference,

Reference 30

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Observation f9ba9923-3622-4534-b49a-f04414b39e08 · outbound

This paper cites An Empirical Study of Active Inference on a Humanoid Robot,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:47.039080Z

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Observation 8fc55d0d-048c-45de-bcd4-98275370f7a0 · outbound

This paper cites Real-World Robot Control Based on Contrastive Deep Active Inference With Demonstrations,.

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

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Observation 6f0022ad-e84b-4fa6-87b8-7ae3bcd60f90 · outbound

This paper cites Designing explainable arti- ficial intelligence with active inference: A framework for transparent introspection and decision-making,.

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

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Observation 2cb12e9d-fe44-4a49-bec3-ee07a8807ad3 · outbound

This paper cites an unresolved cited work.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Unresolved cited work

Reference 34

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Observation 373a7f47-05ea-4dbe-81ae-2b9c4857256b · outbound

This paper cites The free-energy principle: a unified brain theory?.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks The free-energy principle: a unified brain theory?

Reference 35

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Observation bdff0f3d-8478-4e00-a1fc-23e986add340 · outbound

This paper cites Aerial: A GPU Hyperconverged Platform for 5G,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Aerial: A GPU Hyperconverged Platform for 5G,

Reference 36

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Observation fc752c9c-3b56-40a8-a64a-ac5a4f2779c5 · outbound

This paper cites NVIDIA Aerial GPU Hosted AI-on-5G,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks NVIDIA Aerial GPU Hosted AI-on-5G,

Reference 37

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Observation e87ef88b-b631-4d0f-a06f-b78c46a93231 · outbound

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BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks NVIDIA Aerial SDK

Reference 38

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Observation a8aed494-ecc7-4051-81dd-6e90126f5358 · outbound

This paper cites OpenAirInterface: Democratizing innovation in the 5G Era,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks OpenAirInterface: Democratizing innovation in the 5G Era,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:47.843274Z

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Observation f5b3b966-c326-4d36-993e-835f6423981a · outbound

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BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Foxconn RPQN

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:47.930834Z

Source-reported events for the cited work

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Observation 02c322d0-60de-4973-97e1-0b5d13bfe514 · outbound

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BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks OSC Near Realtime RIC

Reference 41

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Observation ad8d0c0e-a7fe-44f4-95a1-16321955a39c · outbound

This paper cites ColO- RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms,.

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

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Source-reported events for the cited work

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Observation 8066889b-957d-4816-a176-b1d49471507e · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Playing Atari with Deep Reinforcement Learning

Reference 43

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Source-reported events for the cited work

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Observation aa546399-1e91-4cdf-b630-816fab050b04 · outbound

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BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Deep Reinforcement Learning with Double Q-learning,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:48.254611Z

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Observation 62689965-e5df-4acb-8f1a-ec1e2d2d6b3e · outbound

This paper cites Simple statistical gradient-following algorithms for connectionist reinforcement learning,.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:48.385925Z

Source-reported events for the cited work

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Observation 11819860-8748-4038-bbce-715cb39ebfd2 · outbound

This paper cites Proximal Policy Optimization Algorithms,.

BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks Proximal Policy Optimization Algorithms,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:48.514547Z

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Observation 06865178-40f1-4697-89bc-67e6380e8150 · outbound

This paper cites Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor.

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

Resolution: unresolved; no resolver link, observed 2026-08-02T23:21:48.588761Z

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Pith citing papers

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