Explore/Exploit Task

An Explore/Exploit Task is a decisioning task that is a learning task that ...

• Example(s):
  • an Item Recommendation Task.
  • …
• Counter-Example(s):
  • a Supervised Learning Problem.
• See: Explore/Exploit, Learning Task.

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References

2009

• (Agarwal et al., 2009) ⇒ Deepak Agarwal, Bee-Chung Chen, and Pradheep Elango. (2009). “Explore/Exploit Schemes for Web Content Optimization.” In: Proceedings of the 2009 Ninth IEEE International Conference on Data Mining. ISBN:978-0-7695-3895-2 doi:10.1109/ICDM.2009.52

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