Concepedia

Multi-objective optimization of the textile manufacturing process using deep-Q-network based multi-agent reinforcement learning

Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Changhai Yi

Journal of Manufacturing Systems · 2021 · 100 citations · 60 references

Concepts

ComputingComputer ScienceManufacturing EngineeringArtificial IntelligenceMachine LearningOptimizationMulti-agent SystemsMulti-objective OptimizationOptimization ModelingProcess EngineeringProcess OptimizationReinforcement LearningAgent-based OptimizationDeep Reinforcement LearningMulti-agent LearningMulti-agent OptimizationMulti-agent Policy LearningMulti-agent Reinforcement LearningQ-learning

References

60

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

Computing, Computer Science, Data Mining +16

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham et al. · arXiv (Cornell University) · 2016 · 9.8K citations · Full text

Computing, Computer Engineering, Computer Science +13

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb, Himanshu Jain · IEEE Transactions on Evolutionary Computation · 2013 · 6.8K citations

Natural Sciences, Computer Science, Algorithms +15