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RL-ARNE: A Reinforcement Learning Algorithm for Computing Average Reward Nash Equilibrium of Nonzero-Sum Stochastic Games
Sahabandu, Dinuka, Moothedath, Shana, Allen, Joey, Bushnell, Linda, Lee, Wenke, Poovendran, Radha
Published in IEEE transactions on automatic control (01.11.2024)
Published in IEEE transactions on automatic control (01.11.2024)
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Journal Article
DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning
Chen, Hanning, Issa, Mariam, Ni, Yang, Imani, Mohsen
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
Traffic light control using deep policy-gradient and value-function-based reinforcement learning
Mousavi, Seyed Sajad, Schukat, Michael, Howley, Enda
Published in IET intelligent transport systems (01.09.2017)
Published in IET intelligent transport systems (01.09.2017)
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Journal Article
Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge IoT
Lei, Wanlu, Ye, Yu, Xiao, Ming, Skoglund, Mikael, Han, Zhu
Published in IEEE internet of things journal (15.11.2022)
Published in IEEE internet of things journal (15.11.2022)
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Journal Article
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm
Tien Bui, Dieu, Shahabi, Himan, Omidvar, Ebrahim, Shirzadi, Ataollah, Geertsema, Marten, Clague, John, Khosravi, Khabat, Pradhan, Biswajeet, Pham, Binh, Chapi, Kamran, Barati, Zahra, Bin Ahmad, Baharin, Rahmani, Hosein, Gróf, Gyula, Lee, Saro
Published in Remote sensing (Basel, Switzerland) (02.04.2019)
Published in Remote sensing (Basel, Switzerland) (02.04.2019)
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Journal Article
GARL: Genetic Algorithm-Augmented Reinforcement Learning to Detect Violations in Marker-Based Autonomous Landing Systems
Liang, Linfeng, Deng, Yao, Morton, Kye, Kallinen, Valtteri, James, Alice, Seth, Avishkar, Kuantama, Endrowednes, Mukhopadhyay, Subhas, Han, Richard, Zheng, Xi
Published in Proceedings / International Conference on Software Engineering (26.04.2025)
Published in Proceedings / International Conference on Software Engineering (26.04.2025)
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Conference Proceeding
Reinforcement learning algorithm for non-stationary environments
Padakandla, Sindhu, K. J., Prabuchandran, Bhatnagar, Shalabh
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2020)
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2020)
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Journal Article
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
da Motta Salles Barreto, André, Anderson, Charles W.
Published in Artificial intelligence (01.03.2008)
Published in Artificial intelligence (01.03.2008)
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Journal Article
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems
Wan, Zishen, Anwar, Aqeel, Hsiao, Yu-Shun, Jia, Tianyu, Reddi, Vijay Janapa, Raychowdhury, Arijit
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
RESPECT: Reinforcement Learning based Edge Scheduling on Pipelined Coral Edge TPUs
Yin, Jiaqi, Li, Yingjie, Robinson, Daniel, Yu, Cunxi
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding