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Poster.pdf

low-switching-poster.pdf
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🔗 Source: yubai.org
📊 Size: 1.71 MB
📄 Pages: 1 page
⬇️ Downloads: 210

Summary

Provably Efficient Q-Learning with Low Switching Cost: Researchers propose a framework for low switching cost RL, where deploying a new policy is more prohibitive than gathering data with the existing policy. They integrate UCB2 into Q-Learning, achieving sublinear regret and logarithmic switching cost, and also provide a lower bound on low-switching algorithms, leaving a gap between the lower and upper bounds.

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Provably Efficient Q-Learning with Low Switching Cost: Researchers propose a framework for low switching cost RL, where deploying a new policy is more...

Technical Information

  • File Format: PDF
  • File Size: 1.71 MB
  • Pages: 1
  • Language: EN
  • Total Downloads: 210
  • Last Updated: 3 hours ago

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