Publications• Sorted by Date • Classified by Publication Type • Classified by Research Category • Dec-POMDPs as Non-Observable MDPsFrans A. Oliehoek and Christopher Amato. Dec-POMDPs as Non-Observable MDPs. IAS technical report IAS-UVA-14-01, Intelligent Systems Lab, University of Amsterdam, 2014. DownloadAbstractA recent insight in the field of decentralized partially observable Markov decision processes (Dec-POMDPs) is that it is possible to convert a Dec-POMDP to a non-observable MDP, which is a special case of POMDP. This technical report provides an overview of this reduction and pointers to related literature. BibTeX Entry@techreport{Oliehoek14IASTR, author = {Frans A. Oliehoek and Christopher Amato}, title = {{Dec-POMDPs} as Non-Observable {MDPs}}, institution = {Intelligent Systems Lab, University of Amsterdam}, type = {IAS technical report}, number = {IAS-UVA-14-01}, address = {Amsterdam, The Netherlands}, month = oct, year = 2014, note = {}, keywords = {nonrefereed}, abstract = {A recent insight in the field of decentralized partially observable Markov decision processes (Dec-POMDPs) is that it is possible to convert a Dec-POMDP to a non-observable MDP, which is a special case of POMDP. This technical report provides an overview of this reduction and pointers to related literature.} }
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