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Journal Articles

Impact of Task Constraint on Agent Team Size of Self-Organizing Systems Measured by Effective Entropy

Hao Ji, Yan Jin

Publisher: ASME

J. Comput. Inf. Sci. Eng. August 2024, 24(8): 081004.

Paper No: JCISE-23-1071

https://doi.org/10.1115/1.4065343

Published Online: May 31, 2024

View Article titled, Impact of Task Constraint on Agent Team Size of Self-Organizing Systems Measured by Effective Entropy

Topics: Entropy, Self-organization, Teams, Reinforcement learning

Journal Articles

An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment

Weiguang Fang, Hao Zhang, Weiwei Qian, Yu Guo, Shaoxun Li, Zeqing Liu, Chenning Liu, Dongpao Hong

Publisher: ASME

J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051013.

Paper No: JCISE-22-1228

https://doi.org/10.1115/1.4062349

Published Online: May 9, 2023

View Article titled, An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment

Topics: Digital twin, Machine shops, Machinery, Manufacturing, Manufacturing systems, Reinforcement learning, Workshops (Work spaces), Machining, Job-shop scheduling, Decision making

Journal Articles

Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN

Juan Diego Toscano, Christian Zuniga-Navarrete, Wilson David Jo Siu, Luis Javier Segura, Hongyue Sun

Publisher: ASME

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041008.

Paper No: JCISE-22-1232

https://doi.org/10.1115/1.4056566

Published Online: January 10, 2023

View Article titled, Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN

Topics: Ablation (Vaporization technology), Filters, Reinforcement learning, Shapes, Trains, Additive manufacturing, Design, Human teeth, Manufacturing, Data acquisition

Journal Articles

Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Akash Agrawal, Christopher McComb

Publisher: ASME

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041004.

Paper No: JCISE-22-1259

https://doi.org/10.1115/1.4056297

Published Online: January 9, 2023

View Article titled, Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Topics: Design, Reinforcement learning, Artificial neural networks, Aircraft

Journal Articles

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Hao Ji, Yan Jin

Publisher: ASME

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021010.

Paper No: JCISE-20-1328

https://doi.org/10.1115/1.4052800

Published Online: December 9, 2021

View Article titled, Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Topics: Algorithms, Artificial neural networks, Design, Reinforcement learning, Robustness, Self-organization, Simulation, Stability, Teams, Testing

Journal Articles

Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

Maximilian E. Ororbia, Gordon P. Warn

Publisher: ASME

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021002.

Paper No: JCISE-21-1044

https://doi.org/10.1115/1.4051598

Published Online: July 21, 2021

View Article titled, Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

Topics: Design, Trusses (Building), Reinforcement learning, Optimization

Journal Articles

Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments

Christian E. López, James Cunningham, Omar Ashour, Conrad S. Tucker

Publisher: ASME

J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051005.

Paper No: JCISE-19-1276

https://doi.org/10.1115/1.4046293

Published Online: June 3, 2020

View Article titled, Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments

Topics: Algorithms, Reinforcement learning, Simulation, Trains, Virtual reality, Machine learning

Journal citation

NARROW

Impact of Task Constraint on Agent Team Size of Self-Organizing Systems Measured by Effective Entropy

An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment

Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN

Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

Impact of Task Constraint on Agent Team Size of Self-Organizing Systems Measured by Effective Entropy

An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment

Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN

Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

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