Load dependent dynamic path selection in multi-radio hybrid wireless mesh networks RF Ali, AK Kiani, AA Pirzada 2014 IEEE Wireless Communications and Networking Conference (WCNC), 2020-2025, 2014 | 16 | 2014 |
Energy-load aware routing metric for hybrid wireless mesh networks AK Kiani, RF Ali, U Rashid 2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-5, 2015 | 15 | 2015 |
Hyperbolically discounted advantage estimation for generalization in reinforcement learning NM Nafi, RF Ali, W Hsu Decision Awareness in Reinforcement Learning Workshop at ICML 2022, 2022 | 11 | 2022 |
Network adaptive interference aware routing metric for hybrid wireless mesh networks U Ullah, AK Kiani, RF Ali, R Ahmad 2016 International Wireless Communications and Mobile Computing Conference …, 2016 | 8 | 2016 |
Analyzing the sensitivity to policy-value decoupling in deep reinforcement learning generalization NM Nafi, RF Ali, W Hsu 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | 5 | 2024 |
Multi-horizon learning in procedurally-generated environments for off-policy reinforcement learning (student abstract) RF Ali, K Duong, NM Nafi, W Hsu Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16150 …, 2023 | 4 | 2023 |
Non-exponential reward discounting in reinforcement learning RF Ali Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16111 …, 2023 | 3 | 2023 |
Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning RF Ali, NM Nafi, K Duong, W Hsu Deep Reinforcement Learning Workshop NeurIPS 2022, 2022 | 3 | 2022 |
Policy Optimization using Horizon Regularized Advantage to Improve Generalization in Reinforcement Learning NM Nafi, RF Ali, W Hsu, K Duong, M Vick Conference on Autonomous Agents and Multiagent Systems (AAMAS), 1427-1435, 2024 | 2 | 2024 |
Explainable Reinforcement Learning for Alzheimer’s Disease Progression Prediction. RF Ali, A Farooq, E Adeniji, J Woods, V Sun, W Hsu XAI in Action Workshop, NeurIPS 2023, 2023 | 1* | 2023 |
Unifying Interpretability and Explainability for Alzheimer's Disease Progression Prediction RF Ali, S Milani, J Woods, E Adenij, A Farooq, C Mansel, J Burns, W Hsu arXiv preprint arXiv:2406.07777, 2024 | | 2024 |
Non-exponential reward discounting in deep reinforcement learning RF Ali PhD Dissertation, 2024 | | 2024 |
Generalized Hyperbolic Discounting for Delay-Sensitive Reinforcement Learning RF Ali, J Woods, RA Southern, T Smith, V Behzadan, W Hsu Finding the Frame: An RLC Workshop for Examining Conceptual Frameworks, 0 | | |
Hyperbolic Discounting in Multi-Agent Reinforcement Learning RF Ali, J Woods, E Seraj, K Duong, V Behzadan, W Hsu Finding the Frame: An RLC Workshop for Examining Conceptual Frameworks, 0 | | |