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optimal_values [2014/11/11 18:23]
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optimal_values [2014/11/17 04:26]
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 == Notes == == Notes ==
-[[|1)]] In [[#​References|(NTYPM2003)]] an incorrect optimal value for DecTiger h=3 was presented.\\ [[|2)]] The [[#​References|(ADZ2009)]] paper included new results obtained using the algorithm presented in [[#​References|(OWS2009)]].\\ [[|3)]] In these cases the results reported in the referred paper concern a different discount factor (usually as stated in the problem definition).\\ [[|4)]] In [[#​References|(OWS2009)]] a typo in the third decimal was published for Fire Fighting h=2 (-4.3825 instead of the correct -4.3835).+[[|1)]] In [[#​References|(NTYPM2003)]] an incorrect optimal value for DecTiger h=3 was presented.\\ [[|2)]] The [[#​References|(ADZ2009)]] paper included new results obtained using the algorithm presented in [[#​References|(OWS2009)]].\\ [[|3)]] In these cases the results reported in the referred paper concern a different discount factor (usually as stated in the problem definition).\\ [[|4)]] In [[#​References|(OWS2009)]] a typo in the third decimal was published for Fire Fighting h=2 (-4.3825 instead of the correct -4.3835).\\ [[|5)]] In [[#​References|(DABC2013)]] epsilon-optimal solutions were found with an epsilon of 0.01.
  
 == References == == References ==
 [[|NTYPM2003]] (Nair, Tambe, Yokoo, Pynadath & Marsella, IJCAI 2003)\\ [[|HBZ2004]] (Hansen, Bernstein & Zilberstein,​ AAAI 2004)\\ [[|SCZ2005]] (Szer, Charpillet & Zilberstein,​ UAI 2005)\\ [[|SC2006]] (Szer & Charpillet, AAAI 2006)\\ [[|OSV2008]] (Oliehoek, Spaan & Vlassis, JAIR 2008)\\ [[|OWS2009]] (Oliehoek, Whiteson & Spaan, AAMAS 2009)\\ [[|ADZ2009]] (Amato, Dibangoye & Zilberstein,​ ICAPS 2009)\\ [[|SOA2011]] (Spaan, Oliehoek & Amato, IJCAI 2011)\\ [[|NTYPM2003]] (Nair, Tambe, Yokoo, Pynadath & Marsella, IJCAI 2003)\\ [[|HBZ2004]] (Hansen, Bernstein & Zilberstein,​ AAAI 2004)\\ [[|SCZ2005]] (Szer, Charpillet & Zilberstein,​ UAI 2005)\\ [[|SC2006]] (Szer & Charpillet, AAAI 2006)\\ [[|OSV2008]] (Oliehoek, Spaan & Vlassis, JAIR 2008)\\ [[|OWS2009]] (Oliehoek, Whiteson & Spaan, AAMAS 2009)\\ [[|ADZ2009]] (Amato, Dibangoye & Zilberstein,​ ICAPS 2009)\\ [[|SOA2011]] (Spaan, Oliehoek & Amato, IJCAI 2011)\\
 +[[|DABC2013]] (Dibangoye, Amato, Buffet & Charpillet, IJCAI 2013)\\
  
 ===== Highest known values for Infinite-Horizon Dec-POMDPs ===== ===== Highest known values for Infinite-Horizon Dec-POMDPs =====
  
-The table below provides the highest known values for  a range of benchmark problems with the common discount factor of 0.9. We also list the paper that each result first appeared. ​ Note that the results are often an average over a number of runs, so single runs may have higher values than those listed here.+The table below provides the highest known values for  a range of benchmark problems with the common discount factor of 0.9 (except Wireless network which used 0.99). We also list the paper that each result first appeared. ​ Note that the results are often an average over a number of runs, so single runs may have higher values than those listed here.
  
 | [[http://​www.st.ewi.tudelft.nl/​~mtjspaan/​decpomdp/​dectiger.dpomdp|DecTiger]] ||| | [[http://​www.st.ewi.tudelft.nl/​~mtjspaan/​decpomdp/​dectiger.dpomdp|DecTiger]] |||
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