| Reinforcement Learning for Solving the Vehicle Routing Problem M Nazari, A Oroojlooy, LV Snyder, M Takáč Advances in Neural Information Processing Systems, 9839--9849, 2018 | 396 | 2018 |
| A Deep Q-Network for the Beer Game: A Reinforcement Learning Algorithm to Solve Inventory Optimization Problems A Oroojlooyjadid, MR Nazari, L Snyder, M Takáč Neural Information Processing Systems (NIPS), Deep Reinforcement Learning …, 2017 | 49* | 2017 |
| Reward maximization in general dynamic matching systems M Nazari, AL Stolyar Queueing Systems 91 (1-2), 143-170, 2019 | 20* | 2019 |
| Scaling up quasi-newton algorithms: Communication efficient distributed sr1 M Jahani, M Nazari, S Rusakov, AS Berahas, M Takáč International Conference on Machine Learning, Optimization, and Data Science …, 2020 | 12 | 2020 |
| Multi-Agent Image Classification via Reinforcement Learning HK Mousavi, M Nazari, M Takáč, N Motee International Conference on Intelligent Robots and Systems (IROS), 2019 | 12 | 2019 |
| Methods and systems for reinforcement learning MR Nazari, AO Jadid, M Kabul US Patent App. 16/127,716, 2019 | 12 | 2019 |
| A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization A Oroojlooyjadid, MR Nazari, LV Snyder, M Takáč Manufacturing & Service Operations Management, 2021 | 11 | 2021 |
| Sonia: A symmetric blockwise truncated optimization algorithm M Jahani, M Nazari, R Tappenden, A Berahas, M Takác International Conference on Artificial Intelligence and Statistics, 487-495, 2021 | 6 | 2021 |
| AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control A Oroojlooy, M Nazari, D Hajinezhad, J Silva arXiv preprint arXiv:2010.05772, 2020 | 6 | 2020 |
| Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework M Nazari, M Jahani, LV Snyder, M Takáč arXiv preprint arXiv:1905.13562, 2019 | 1 | 2019 |
| Real-time concealed object tracking HM Ghadyali, KS Prabhudesai, JL Walker, X Wu, X Du, B Biller, M Nazari, ... US Patent 11,176,692, 2021 | | 2021 |
| Real-time spatial and group monitoring and optimization HM Ghadyali, KS Prabhudesai, M Nazari, B Biller, A Oroojlooyjadid, ... US Patent 11,176,691, 2021 | | 2021 |
| Universal attention-based reinforcement learning model for control systems A Oroojlooyjadid, M Nazari, D Hajinezhad, JMG da Silva US Patent 11,080,602, 2021 | | 2021 |
| Discrete event simulation with sequential decision making M Nazari, A Oroojlooyjadid, AR Phelps, D Hajinezhad, B Biller, JL Walker, ... US Patent 11,055,861, 2021 | | 2021 |
| Automated Learning of Radiation Therapy Dose Distribution for Head and Neck Cancer D Hajinezhad, A Oroojlooy, MR Nazari, JG Silva, S Das | | 2021 |
| Autonomous Decision-Making Schemes for Real-World Applications in Supply Chains and Online Systems M Nazari Lehigh University, 2019 | | 2019 |
| Online Reinforcement Learning with Applications in Customer Journey Optimization M Nazari, A Oroojlooy, M Onur Kabul Neural Information Processing Systems (NIPS), Deep Reinforcement Learning …, 2017 | | 2017 |
| AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control Open Website A Oroojlooy, M Nazari, D Hajinezhad, J Silva | | |
Martin TakáčMohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at mbzuai.ac.ae
