PBVIPoint-Based Value Iteration
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For the POMDP track, the winner was POMDPX NUS (team members Kegui Wu, Wee Sun Lee, and David Hsu), which used a point-based value iteration (PBVI) technique (Kurniawati, Hsu, and Lee 2008) for smaller problems, but a POMDP-variant of UCT (Silver and Veness 2010) for larger problems; the runner up was KAIST AI Lab (team members Dongho Kim, Kanghoon Lee, and Kee-Eung Kim), which used a symbolic variant of PBVI (Sim et al.
Table 2 Measurements of transpulmonary dilution and systemic volumes Septic shock, Control, P values n=18 n=14 ITBVI, ml/[m.sup.2] 894 (766-990) 1157 (957-1321) <0.003 EVLWI, ml/kg 9 (6-17) 8 (7-9) NS PBVI, ml/kg 4.4 (3.8-4.9) 5.7 (4.6-6.6) 0.002 CBVI, ml/kg 53 (45-64) 60 (52-65) NS PVI, ml/kg 36 (30-45) 40 (31-44) NS ECWI, ml/kg 295 (254-320) * 234 (211-244) <0.001 IDVGI, ml/kg 129 (112-141) 137 (129-137) NS Median (quartile range).
To achieve this purpose, this study compared learner perceptions of learning and knowledge transfer in problem-based video instruction (PBVI) with those in two other kinds of instruction.