Sampling Networks and Aggregate Simulation for Online POMDP Planning

Hao(Jackson) Cui, Roni Khardon

Feb-12-2026, 21:29:12 GMT–Neural Information Processing Systems

The solution in [5,4]requires aone-pass forward computation of marginal probabilities.

algorithm, artificial intelligence, machine learning, (17 more...)

Neural Information Processing Systems

Feb-12-2026, 21:29:12 GMT

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Country:
- North America
  - Canada > British Columbia
    - Metro Vancouver Regional District > Vancouver (0.04)
  - United States > Indiana
    - Monroe County > Bloomington (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Undirected Networks > Markov Models (0.48)
  - Representation & Reasoning (1.00)

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Sampling Networks and Aggregate Simulation for Online POMDP Planning

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