Lithium mining policy optimization on Lithium prices planned with GBM alpha = 0.5 (historical)
17Profit (B$)OneStepLookahead
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OneStepLookaheadPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 17 | 0.93 | 3.05 | 89.18 | |
| POMCPOWPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 16.7 | 0.94 | 2.96 | 91.36 | |
| POMCPOWPrice Planning Model=GBM, alpha (α)=0.52026.06 | 16.3 | 0.95 | 2.87 | 90.74 | |
| DynamicProfitMaximizerPrice Planning Model=GBM, alpha (α)=0.52026.06 | 14.8 | 0.91 | 1.67 | 90.4 | |
| DynamicProfitMaximizerPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 14.8 | 0.91 | 1.67 | 90.4 | |
| OneStepLookaheadPrice Planning Model=GBM, alpha (α)=0.52026.06 | 14.3 | 0.9 | 2.06 | 89.53 | |
| RandomHeuristicPolicyPrice Planning Model=GBM, alpha (α)=0.52026.06 | 14.1 | 0.91 | 1.55 | 89.93 | |
| RandomHeuristicPolicyPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 14.1 | 0.91 | 1.55 | 89.93 | |
| OneMineProfitMaximizationPrice Planning Model=GBM, alpha (α)=0.52026.06 | 9.14 | 0.88 | 1.28 | 69.28 | |
| OneMineProfitMaximizationPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 9.14 | 0.88 | 1.28 | 69.28 | |
| DynamicEmissionMinimizerPrice Planning Model=GBM, alpha (α)=0.52026.06 | 1.87 | 0.41 | 1.46 | 49.44 | |
| DynamicEmissionMinimizerPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 1.87 | 0.41 | 1.46 | 49.44 | |
| OneMineEmissionMinimizationPrice Planning Model=GBM, alpha (α)=0.52026.06 | 0.95 | 0.23 | 5.53 | 27.17 | |
| OneMineEmissionMinimizationPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 0.95 | 0.23 | 5.53 | 27.17 | |
| ExploreOnlyPrice Planning Model=GBM, alpha (α)=0.52026.06 | 0.29 | 0 | 9.78 | 0 | |
| ExploreOnlyPlanning Price Model=static, Evaluation Price Model=historical, alpha=0.52026.06 | 0.29 | 0 | 9.78 | 0 | |
| POMCPOW (Depth 1)Price Planning Model=GBM, alpha (α)=0.5, Depth=12026.06 | 0 | 0 | 0 | 0 | |
| POMCPOW (Depth 1)Planning Price Model=static, Evaluation Price Model=historical, alpha=0.5, Depth=12026.06 | 0 | 0 | 0 | 0 |