Performance of bandit methods in acoustic relay positioning
We consider the problem of maximizing underwater acoustic data transmission, by adaptively positioning a mobile relay. This is a classic exploration vs. exploitation scenario well-described by a multi-armed bandit formulation, which in its canonical form is optimally solved by the Gittins index rule...
Main Authors: | Cheung, Mei Yi, Leighton, Joshua C., Mitra, Urbashi, Singh, Hanumant, Hover, Franz S. |
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Other Authors: | Massachusetts Institute of Technology. Department of Mechanical Engineering |
Format: | Article |
Language: | en_US |
Published: |
Institute of Electrical and Electronics Engineers (IEEE)
2015
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Online Access: | http://hdl.handle.net/1721.1/98404 https://orcid.org/0000-0002-2621-7633 https://orcid.org/0000-0002-3138-7346 |
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