Reinforcement Learning with Discrete Event Simulation: The Premise, Reality, and Promise

Author:

Belsare Sahil1,Badilla Emily Diaz1,Dehghanimohammadabadi Mohammad1

Affiliation:

1. Northeastern University,Mechanical and Industrial Engineering Department,Boston,MA,USA,02115

Publisher

IEEE

Reference27 articles.

1. Architectures for Combining Discrete-event Simulation and Machine Learning;greasley;Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications,0

2. Real-Time Decision Making for a Car Manufacturing Process Using Deep Reinforcement Learning

3. A Reinforcement Learning Algorithm to Minimize the Mean Tardiness of a Single Machine with Controlled Capacity

4. On Scheduling a Photolithograhy Toolset Based on a Deep Reinforcement Learning Approach with Action Filter

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1. Simulation Learning and Optimization: Methodology and Applications;Asia-Pacific Journal of Operational Research;2024-05-21

2. Job Shop Scheduling Problem Using Proximal Policy Optimization;2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM);2023-12-18

3. Simulation-Driven Digital Twins: the Dna of Resilient Supply Chains;2023 Winter Simulation Conference (WSC);2023-12-10

4. Factory Simulation of Optimization Techniques Based on Deep Reinforcement Learning for Storage Devices;Applied Sciences;2023-08-27

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