Learning Unknown Markov Decision Processes: A Thompson Sampling Approach

Yi Ouyang, Mukul Gagrani, Ashutosh Nayyar, Rahul Jain

Nov-21-2025, 08:57:50 GMT–Neural Information Processing Systems

A naive approach to an unknown model is the certainty equivalence principle .

algorithm, artificial intelligence, machine learning, (15 more...)

Neural Information Processing Systems

Nov-21-2025, 08:57:50 GMT

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  - California
    - Alameda County > Berkeley (0.04)
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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Undirected Networks > Markov Models (0.83)
  - Representation & Reasoning (1.00)

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Learning Unknown Markov Decision Processes: A Thompson Sampling Approach
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