| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0479462 |
| utime |
20240103214701.5 |
| mtime |
20171012235959.9 |
| title
(primary) (eng) |
Implementable Prescriptive Decision Making |
| specification |
| page_count |
12 s. |
| media_type |
E |
|
| serial |
| ARLID |
cav_un_epca*0479516 |
| ISSN |
Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers |
| title
|
Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers |
| page_num |
19-30 |
| publisher |
| place |
Cambridge |
| name |
JMLR |
| year |
2017 |
|
| editor |
| name1 |
Guy |
| name2 |
Tatiana Valentine |
|
| editor |
| name1 |
Kárný |
| name2 |
Miroslav |
|
| editor |
| name1 |
Rios-Insua |
| name2 |
D. |
|
| editor |
| name1 |
Wolpert |
| name2 |
D. H. |
|
|
| keyword |
fully probabilistic design |
| keyword |
distributed decision making |
| keyword |
cooperation |
| author
(primary) |
| ARLID |
cav_un_auth*0101124 |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| full_dept |
Department of Adaptive Systems |
| share |
100% |
| name1 |
Kárný |
| name2 |
Miroslav |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| ARLID |
cav_un_auth*0331019 |
| project_id |
GA16-09848S |
| agency |
GA ČR |
|
| abstract
(eng) |
The need for inspecting (ir)rationality in decision making (DM) - the observed discrepancy between real and prescriptive DMs - stems from omnipresence of DM in individuals’ and society life. Active approaches try to diminish this discrepancy either by changing behaviour of participants (DM subjects) or modifying prescriptive theories as done in this text. It provides a core of unified merging methodology of probabilities serving for knowledge fusion and information sharing exploited in cooperative DM. Specifically, it unifies merging methodologies supporting a flat cooperation of interacting self-interested DM participants. They act without a facilitator and they are unwilling to spare a non-negligible deliberation effort on merging. They are supposed to solve their DM tasks via the fully probabilistic design (FPD) of decision strategies. This option is motivated by the fact that FPD is axiomatically justified and extends standard Bayesian DM. Merging is a supporting DM task and is also solved via FPD. The proposed merging formulation tries to be as general as possible without entering into technicalities of measure theory. The results generalise and unify earlier work and open a pathway to systematic solutions of specific, less general, problems. |
| action |
| ARLID |
cav_un_auth*0351361 |
| name |
NIPS 2016 Workshop on Imperfect Decision Makers |
| dates |
20161209 |
| mrcbC20-s |
20161209 |
| place |
Barcelona |
| country |
ES |
|
| RIV |
BC |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10103 |
| reportyear |
2018 |
| num_of_auth |
1 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0275506 |
| confidential |
S |
| arlyear |
2017 |
| mrcbU14 |
SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
WOS |
| mrcbU63 |
cav_un_epca*0479516 Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers 1938-7228 19 30 Cambridge JMLR 2017 Proceedings of Machine Learning Research volume 58 |
| mrcbU67 |
Guy Tatiana Valentine 340 |
| mrcbU67 |
340 Kárný Miroslav |
| mrcbU67 |
340 Rios-Insua D. |
| mrcbU67 |
340 Wolpert D. H. |
|