LineFlow provides a standardized open-source production-line simulator and RL benchmark where learned policies approach computed optima on simple subproblems but underperform a hand-built heuristic on a complex line.
Performance analysis of production lines: Discrete and continuous flow models
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LineFlow: A Framework to Learn Active Control of Production Lines
LineFlow provides a standardized open-source production-line simulator and RL benchmark where learned policies approach computed optima on simple subproblems but underperform a hand-built heuristic on a complex line.