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Journal Articles

Fault-Tolerant Control of Programmable Logic Controller-Based Production Systems With Deep Reinforcement Learning

Jonas Zinn, Birgit Vogel-Heuser, Marius Gruber
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2021, 143(7): 072004.
Paper No: MD-20-1650
https://doi.org/10.1115/1.4050624
Published Online: April 8, 2021
View Article titled, Fault-Tolerant Control of Programmable Logic Controller-Based Production Systems With Deep Reinforcement Learning
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Topics: Actuators, Algorithms, Cranes, Manufacturing systems, Reinforcement learning, Simulation, Space, Control equipment, Sensors, Multi-agent systems
Journal Articles

Search Strategies in Evolutionary Multi-Agent Systems: The Effect of Cooperation and Reward on Solution Quality

Lindsay Hanna Landry, Jonathan Cagan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2011, 133(6): 061005.
https://doi.org/10.1115/1.4004192
Published Online: June 15, 2011
View Article titled, Search Strategies in Evolutionary Multi-Agent Systems: The Effect of Cooperation and Reward on Solution Quality
Open the PDF for Search Strategies in Evolutionary Multi-Agent Systems: The Effect of Cooperation and Reward on Solution Quality in another window
Topics: Algorithms, Multi-agent systems, Optimization, Packing (Shipments), Packings (Cushioning), Teams, Design
Journal Articles

Protocol-Based Multi-Agent Systems: Examining the Effect of Diversity, Dynamism, and Cooperation in Heuristic Optimization Approaches

Lindsay Hanna Landry, Jonathan Cagan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2011, 133(2): 021001.
https://doi.org/10.1115/1.4003290
Published Online: January 24, 2011
View Article titled, Protocol-Based Multi-Agent Systems: Examining the Effect of Diversity, Dynamism, and Cooperation in Heuristic Optimization Approaches
Open the PDF for Protocol-Based Multi-Agent Systems: Examining the Effect of Diversity, Dynamism, and Cooperation in Heuristic Optimization Approaches in another window
Topics: Algorithms, Multi-agent systems, Optimization, Packing (Shipments), Packings (Cushioning), Computation
Journal Articles

Evolutionary Multi-Agent Systems: An Adaptive and Dynamic Approach to Optimization

Lindsay Hanna, Jonathan Cagan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2009, 131(1): 011010.
https://doi.org/10.1115/1.3013847
Published Online: December 15, 2008
View Article titled, Evolutionary Multi-Agent Systems: An Adaptive and Dynamic Approach to Optimization
Open the PDF for Evolutionary Multi-Agent Systems: An Adaptive and Dynamic Approach to Optimization in another window
Topics: Algorithms, Design, Multi-agent systems, Optimization, Teams, Engineering design