Optimizing Lithium Production Decisions under Geological, Demand, and Pricing Uncertainties: A POMDP Framework for Multi-Objective Decision Making

In three linesA POMDP framework optimizes lithium production decisions by incorporating geological, pricing, and demand uncertainties. POMDP solvers outperform human-inspired heuristics by dynamically adapting to price regimes (static, linear, exponential, stochastic) and optimally sequencing exploration, production, and technology choices.

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