Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs

Marek Petrik, Reazul Hasan Russel

Mar-26-2025, 17:24:06 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

ambiguity, machine learning, reinforcement learning, (12 more...)

Neural Information Processing Systems

Mar-26-2025, 17:24:06 GMT

Conferences PDF

Country:
- North America (0.46)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Learning Graphical Models
      - Directed Networks > Bayesian Learning (0.69)
    - Representation & Reasoning > Uncertainty
      - Bayesian Inference (0.47)
  - Data Science (0.97)

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Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs

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