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Mehran Taghian
Mehran Taghian
Associate Researcher
Verified email at huawei.com - Homepage
Title
Cited by
Cited by
Year
Learning financial asset-specific trading rules via deep reinforcement learning
M Taghian, A Asadi, R Safabakhsh
Expert Systems with Applications 195, 116523, 2022
622022
A reinforcement learning based encoder-decoder framework for learning stock trading rules
M Taghian, A Asadi, R Safabakhsh
arXiv preprint arXiv:2101.03867, 2021
82021
Data-Aware compression of neural networks
H Falahati, M Peyro, H Amini, M Taghian, M Sadrosadati, P Lotfi-Kamran, ...
IEEE Computer Architecture Letters 20 (2), 94-97, 2021
32021
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation
M Taghian, S Miwa, Y Mitsuka, J Günther, S Golestan, O Zaiane
Engineering Applications of Artificial Intelligence 137, 109131, 2024
12024
Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms
S Schoepp, M Taghian, S Miwa, Y Mitsuka, S Golestan, O Zaïane
arXiv preprint arXiv:2407.15283, 2024
2024
General value functions for fault detection in multivariate time series data
A Wong, M Taghian Jazi, T Takeuchi, J Günther, O Zaïane
Frontiers in Robotics and AI 11, 1214043, 2024
2024
Representation Analysis of Deep Reinforcement Learning algorithms in Robotic Environments
M Taghian Jazi
2022
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