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ResearchFormerly WizWand

Stochastic Route Planning on SOP (Stochastic Orienteering Problem) N = 500 nodes

31.6Mean RewardLMTA
3.821611.033318.24525.4567May 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LMTAT=10, K=702026.0531.6
LMTAT=10, K=602026.0530.39
LMTAT=10, K=502026.0529.79
GreedyT=10, K=702026.0523.58
GreedyT=10, K=602026.0521.91
Flat DQNT=10, K=602026.0518.99
Flat DQNT=10, K=502026.0518.44
GreedyT=10, K=502026.0517.17
WS-optionT=10, K=602026.0517.03
WS-optionT=10, K=502026.0516.08
Flat DQNT=10, K=702026.0515.9
GAT=10, K=702026.0515.23
GAT=10, K=602026.0514.51
LMTAT=20, K=102026.0513.51
WS-optionT=10, K=702026.0512.99
GAT=10, K=502026.0512.35
WS-optionT=20, K=102026.058.04
GAT=20, K=102026.057.91
Flat DQNT=20, K=102026.057.62
GreedyT=20, K=102026.054.89