| 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 | 939 | 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 | 147* | 2017 |
| Attendlight: Universal attention-based reinforcement learning model for traffic signal control A Oroojlooy, M Nazari, D Hajinezhad, J Silva Advances in Neural Information Processing Systems 33, 4079-4090, 2020 | 49 | 2020 |
| Reward maximization in general dynamic matching systems M Nazari, AL Stolyar Queueing Systems 91 (1-2), 143-170, 2019 | 31* | 2019 |
| A deep q-network for the beer game: A deep reinforcement learning algorithm to solve inventory optimization problems A Oroojlooyjadid, MR Nazari, L Snyder, M Takáč arXiv preprint arXiv:1708.05924, 2017 | 29 | 2017 |
| Methods and systems for reinforcement learning MR Nazari, AO Jadid, M Kabul US Patent App. 16/127,716, 2019 | 27 | 2019 |
| Multi-Agent Image Classification via Reinforcement Learning HK Mousavi, M Nazari, M Takáč, N Motee International Conference on Intelligent Robots and Systems (IROS), 2019 | 24 | 2019 |
| Scaling up quasi-newton algorithms: Communication efficient distributed sr1 M Jahani, M Nazari, S Rusakov, AS Berahas, M Takáč Machine Learning, Optimization, and Data Science: 6th International …, 2020 | 19 | 2020 |
| 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 | 12 | 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 | 6 | 2021 |
| State health policies and interest in PrEP: Evidence from Google Trends BF Farkhad, M Nazari, MS Chan, D Albarracín AIDS care 34 (3), 331-339, 2022 | 4 | 2022 |
| 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 | 4 | 2021 |
| A Deep Q-Network for the Beer Game: Reinforcement Learning for Inventory Optimization A Oroojlooyjadid, MR Nazari, LV Snyder, M Takáč Preprint, 2017 | 4 | 2017 |
| Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework M Nazari, M Jahani, LV Snyder, M Takáč arXiv preprint arXiv:1905.13562, 2019 | 2 | 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 | 1 | 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 | 1 | 2021 |
| Automated control of a manufacturing process A Oroojlooyjadid, M Nazari, D Hajinezhad, AF Dizche, JMG da Silva, ... US Patent 11,531,907, 2022 | | 2022 |
| Machine Learning to Generate Adjustable Dose Distributions in Head-and-Neck Cancer Radiation Therapy D Hajinezhad, A Oroojlooy, M Nazari, X Hunt, J Silva, C Shen, B Chera, ... arXiv preprint arXiv:2207.07168, 2022 | | 2022 |
| 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 |
Martin TakáčMohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at mbzuai.ac.ae
