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Mehran Taghian
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2020 – today
- 2024
- [j3]Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Johannes Günther, Shadan Golestan, Osmar R. Zaïane:
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation. Eng. Appl. Artif. Intell. 137: 109131 (2024) - [i3]Sheila Schoepp, Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Shadan Golestan, Osmar Zaïane:
Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms. CoRR abs/2407.15283 (2024) - 2022
- [j2]Mehran Taghian, Ahmad Asadi, Reza Safabakhsh:
Learning financial asset-specific trading rules via deep reinforcement learning. Expert Syst. Appl. 195: 116523 (2022) - 2021
- [j1]Hajar Falahati, Masoud Peyro, Hossein Amini, Mehran Taghian, Mohammad Sadrosadati, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad:
Data-Aware Compression of Neural Networks. IEEE Comput. Archit. Lett. 20(2): 94-97 (2021) - [i2]Mehran Taghian, Ahmad Asadi, Reza Safabakhsh:
A Reinforcement Learning Based Encoder-Decoder Framework for Learning Stock Trading Rules. CoRR abs/2101.03867 (2021) - 2020
- [i1]Mehran Taghian, Ahmad Asadi, Reza Safabakhsh:
Learning Financial Asset-Specific Trading Rules via Deep Reinforcement Learning. CoRR abs/2010.14194 (2020)
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