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.
Y., Malyutin, S., and Soukhal, A
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.