On Efficient Sequential Decision Making in Structured Problems

Posted in Science on September 13, 2008


On Efficient Sequential Decision Making in Structured Problems

Lecture slides:

  • Efficient Sequential Decision-Making in Structured Problems
  • Bandits and Regret
  • Two Approaches
  • Structured Comb-Opt
  • Structured Comb-Opt
  • Main Points
  • Main Result
  • Explore Vs Exploit
  • Remainder of Talk
  • Going to D-Dimensions
  • Exploration Basis
  • Explore Vs Exploit
  • Instability
  • Stability Analysis [Kv03]
  • Bandit Convex Opt.
  • Motivating Example
  • Bacterial Ascent

Author: Adam Kalai, Toyota Technological Institute

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