Pith. sign in

Paper Citation Record · LEDGER

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

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.

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 2026-08-04T06:34:03.388597+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

  • verified exact0
  • verified fuzzy0
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:44.599129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:44.599129Z digest=sha256:ae0e67ea3c770dd342cf7a86b3b5e04cb7af94bae82711aa6519a7eb38cec11e

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:44.642885Z digest=sha256:2e90089227de15b283f946593e608f1ce23e5642c232743ba0242deb9a70a4f1

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:44.739986Z digest=sha256:aba028f4a8b8823f7a8af8b404377ace7812effc006cfe405bda0a0e668aa468

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:44.842073Z digest=sha256:8b5f5636304b29156ef8a65db47e1d68c2ea3a5d4eab05cf75c8b94e4e63368c

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:44.920308Z digest=sha256:c429311a084c7fe5ee3d99a30ceff3c915fb91dbf5a0e5fda96d4a7179745310

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:44.977618Z digest=sha256:53a2fff73d19058e912fddb8207484864f9654b92926201ab27df697d8b46c80

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.037157Z digest=sha256:026b9e00327cc598ddbcef3ecc696aef7460ab273d02546d6db2c460e86847bf

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.156215Z digest=sha256:8455080ee8d4f240d461b41e856ae453d9735480ad391a9f0d912135ce6466b6

Observation c0f0ed5c-87f8-49b5-831c-7a0e5ea1b4bc · 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 9

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.323300Z digest=sha256:f94c79db73dbbee526bc7484c8060a42956328e437ba6d86e9d8921e2ec0e8df

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.388006Z digest=sha256:08a720376a3cbef4b1f8c408ebac00245a631a76469f741e381f21e1d449bbfc

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.461238Z digest=sha256:0d6c06f6f0a963432398b9e033135d964b9ac06d590853a4e921614967214b70

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.546006Z digest=sha256:0d7cf86300e269218070387eaa58947d34b36fbd1837836ec7795129982d5026

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.617911Z digest=sha256:778cd267deebb4ec017713a0deb971fd30c4bfec9cde216c382e06b9179aab93

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.696476Z digest=sha256:5d6a8a88ae2b1b84ada9639cdb0b2260b85fd3b6e683cc780df5a5fd91d7855c

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.794396Z digest=sha256:3af581bbfec36a59e4f61568bd11422c328f6d7a1323a09876e0cd45798d004f

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.891616Z digest=sha256:c58c451edfef240ed678c15a42d231babb0f3f22307c1d4624a1de683c5b7ef9

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:45.966040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:45.966040Z digest=sha256:ced87f8cf698f619cf072f339d40bb9d17431429d590a2b20e06c768845ad7bd

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.059259Z digest=sha256:20b630dbc4ab96edd5352dddb262df6b9a03232e036f198791a7e7780ded42ca

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.129691Z digest=sha256:0e66f18d0468b89e6a06fdf07fbee841b6d8b83634666d6f8cdb37f06e345459

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:46.188711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.188711Z digest=sha256:59d315f7fe63090c3b3172485653ed7390c0178095595f4c0e81080dcba78b9c

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.235282Z digest=sha256:b2ddb6779a08a0aec5d27d0c326c0932a4450831d41bb487dc2f6807f4459feb

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.293216Z digest=sha256:4e69af28b6e4bd83e199bee35f3eb4f54bfa9b8ef7ba60a3141f7b4a3c361515

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.339419Z digest=sha256:f10010da25f51bd055d3bb2bddbe3ee752ce2263c66bae1ec90d1ffd072f2106

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.433723Z digest=sha256:34d87fdd240156edc39399f0603971ed4edbca3452ce2959ccda7c0df3bba71c

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.536584Z digest=sha256:6908812105e67b18198f761bcf5a6d69b8ab3fcddec5c646998c24f9be4d9ae2

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.658463Z digest=sha256:90a3139051868213d77944ce07907df8e9d6e07c037efd996fedacbb3503f963

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.722593Z digest=sha256:64cf668be5dfe707e2223acf0219f651ce2290a49633975c9939b25b916b9153

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.815674Z digest=sha256:40b4ca53f83aa6ddb74d33fd2083829120e8b07cb2ab9da25f9f599275b364c9

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.891497Z digest=sha256:7f9cfa056db23fd523e77357d3cc161369662a8fd28b4091f1155083b08fe7ed

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:46.963011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:46.963011Z digest=sha256:fd76c8a69b8b0f449a5174d9cc3292e8ecb77cd87fa52f14a1f2235afc8647a1

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.039080Z digest=sha256:11e2017592656c7bf30263fccc98b72e898de481dc0730e9f11848a6cfcc977e

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.103662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.103662Z digest=sha256:2d66ae8d9ef6918ada22ee5ffe215a59429706da3d226b07e427ca3d578861fe

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.166927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.166927Z digest=sha256:689d587bac7d2f1eefff2da20b0c290d51cdff30914c398b394055f73faae92e

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.222315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.222315Z digest=sha256:3e1cee029632f394eee6711216b8013fc3c3d21adda5a06bae673714323f000b

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.345699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.345699Z digest=sha256:7b6da8a63120d138cbe73c5b12a035e7e903f891f3b87a11ee702ae23b6f6f2b

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.530789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.530789Z digest=sha256:b9d79a323f65fcfce83d14cf6de8d97144b0ff37b6dd66304a46a6404bfb1438

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.691402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.691402Z digest=sha256:a5e9ac7a67b18fa465f0f3b97ceab992d5316f2265a64c2ca04f484f32712637

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

This paper cites NVIDIA Aerial SDK.

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

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.791629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.791629Z digest=sha256:3e99ca4ed951834fcaa942a62c3311225ae0e75f91f969d4f9b5dcc56a916780

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.843274Z digest=sha256:4de09b7f16b7387e35aec6392d1239c3f0b5b54fe6866520cb01b68592778294

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

This paper cites Foxconn RPQN.

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.930834Z digest=sha256:b1fad82b8ca4d42843bbe74c3693e97cc93d637c5ef5dfee58237ea6e5b6ebe9

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

This paper cites OSC Near Realtime RIC.

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

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:47.995128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:47.995128Z digest=sha256:caf4c1a7204e5b8f9b91e61d876b5097aaa4e6cd6e6f73a47ed7bdeb39df6b0f

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:48.085110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:48.085110Z digest=sha256:4991e8326bce06805a99cef31785550cf3e2bdf9382736e6be3daa534c9342b9

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

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:48.143950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:48.143950Z digest=sha256:879cf4f32b54672956a0934b8bfa6ad999790d19fdeb3c65b47d91dceb7ec612

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

This paper cites Deep Reinforcement Learning with Double Q-learning,.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:48.254611Z digest=sha256:5a0828fb0d7387945b362028583b88dc9d5740097f653b3fc9349a37310f5a67

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:48.385925Z digest=sha256:63372ba5d41c0941f23af048fef3d969da5851265e641d4e859bc7a3cfffc7db

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:48.514547Z digest=sha256:cbd3cee4be6e75e55a56dbf7a054ddce21aedce4c25f367a4892aac423a2cdf4

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:48.588761Z digest=sha256:fe3679cbc125b1aa3982574629180f034aab26ad373e266d18d88a13004dfe30

Pith citing papers

No inbound Pith citation observations are available.