Lithium Mining Production Planning on Historical Lithium Price Data
17.8Profit (Billion $)POMCPOW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| POMCPOWalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 17.8 | 0.89 | 3.03 | 86.58 | |
| POMCPOWPlanning price model=Linear, Alpha (α)=0.52026.06 | 17.47 | 0.92 | 3.04 | 87.7 | |
| OneStepLookaheadPlanning price model=Linear, Alpha (α)=0.52026.06 | 15.8 | 0.86 | 2.54 | 86.17 | |
| OneStepLookaheadalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 15.6 | 0.82 | 2.57 | 82.22 | |
| DynamicProfitMaximizeralpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 14.8 | 0.91 | 1.68 | 90.4 | |
| DynamicProfitMaximizerPlanning price model=Linear, Alpha (α)=0.52026.06 | 14.77 | 0.91 | 1.67 | 90.4 | |
| RandomHeuristicPolicyalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 14.1 | 0.91 | 1.55 | 89.93 | |
| RandomHeuristicPolicyPlanning price model=Linear, Alpha (α)=0.52026.06 | 14.06 | 0.91 | 1.55 | 89.93 | |
| OneMineProfitMaximizationPlanning price model=Linear, Alpha (α)=0.52026.06 | 9.14 | 0.88 | 1.28 | 69.28 | |
| OneMineProfitMaximizationalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 8.09 | 0.81 | 1.08 | 65.05 | |
| DynamicEmissionMinimizeralpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 1.87 | 0.41 | 1.46 | 49.44 | |
| DynamicEmissionMinimizerPlanning price model=Linear, Alpha (α)=0.52026.06 | 1.87 | 0.41 | 1.46 | 49.44 | |
| OneMineEmissionMinimizationalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 0.95 | 0.23 | 5.53 | 27.17 | |
| OneMineEmissionMinimizationPlanning price model=Linear, Alpha (α)=0.52026.06 | 0.95 | 0.23 | 5.53 | 27.17 | |
| ExploreOnlyalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices2026.06 | 0.29 | 0 | 9.78 | 0 | |
| ExploreOnlyPlanning price model=Linear, Alpha (α)=0.52026.06 | 0.29 | 0 | 9.78 | 0 | |
| POMCPOWalpha (α)=0.5, Planning scenario=historical prices, Evaluation scenario=historical prices, Search Depth=12026.06 | 0 | 0 | 0 | 0 | |
| POMCPOW (Depth 1)Planning price model=Linear, Alpha (α)=0.52026.06 | 0 | 0 | 0 | 0 |