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@TECHREPORT{dimitrakakis:rr05-29,
         author = {Dimitrakakis, Christos and Bengio, Samy},
       projects = {Idiap},
          title = {Gradient estimates of return},
           type = {Idiap-RR},
         number = {Idiap-RR-29-2005},
           year = {2005},
    institution = {IDIAP},
           note = {Published in PASCAL Workshop in Principled Methods of Trading Exploration and Exploitation, London, UK, 2005},
       abstract = {The exploration-exploitation trade-off that arises when one considers simple point estimates of expected returns no longer appears when full distributions are considered. This work develops a simple gradient-based approach for mainting such distributions and investigates methods for using them to direct exploration.},
            pdf = {https://publications.idiap.ch/attachments/reports/2005/dimitrakakis-idiap-rr-05-29.pdf},
     postscript = {ftp://ftp.idiap.ch/pub/reports/2005/dimitrakakis-idiap-rr-05-29.ps.gz},
ipdmembership={learning},
}