Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

Mar-23-2025, 04:50:59 GMT–Neural Information Processing Systems

This paper provides a non-asymptotic analysis of linear stochastic approximation (LSA) algorithms with fixed stepsize.

artificial intelligence, machine learning, reinforcement learning, (16 more...)

Neural Information Processing Systems

Mar-23-2025, 04:50:59 GMT

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Country:
- Europe (0.46)

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- Information Technology > Artificial Intelligence
  - Machine Learning
    - Reinforcement Learning (0.46)
    - Statistical Learning (0.46)
  - Representation & Reasoning > Mathematical & Statistical Methods (0.46)

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Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

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