@ARTICLE{10.3389/fnbot.2022.1075647,
AUTHOR={Akl, Mahmoud and Ergene, Deniz and Walter, Florian and Knoll, Alois},   
TITLE={Toward robust and scalable deep spiking reinforcement learning},      
JOURNAL={Frontiers in Neurorobotics},      
VOLUME={16},           
YEAR={2023},      
URL={https://www.frontiersin.org/articles/10.3389/fnbot.2022.1075647},       
DOI={10.3389/fnbot.2022.1075647},      
ISSN={1662-5218},   
}

@inproceedings{10.1145/3546790.3546804,
author = {Akl, Mahmoud and Sandamirskaya, Yulia and Ergene, Deniz and Walter, Florian and Knoll, Alois},
title = {Fine-Tuning Deep Reinforcement Learning Policies with r-STDP for Domain Adaptation},
year = {2022},
isbn = {9781450397896},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3546790.3546804},
doi = {10.1145/3546790.3546804},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems 2022},
articleno = {14},
numpages = {8},
keywords = {neural networks, spiking neural networks, reinforcement learning},
location = {Knoxville, TN, USA},
series = {ICONS '22}
}

@inproceedings{10.1145/3477145.3477159,
author = {Akl, Mahmoud and Sandamirskaya, Yulia and Walter, Florian and Knoll, Alois},
title = {Porting Deep Spiking Q-Networks to Neuromorphic Chip Loihi},
year = {2021},
isbn = {9781450386913},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3477145.3477159},
doi = {10.1145/3477145.3477159},
booktitle = {International Conference on Neuromorphic Systems 2021},
articleno = {13},
numpages = {7},
keywords = {neuromorphic hardware, reinforcement learning, Spiking neural networks},
location = {Knoxville, TN, USA},
series = {ICONS 2021}
}