Mohammadreza Nazari
Mohammadreza Nazari
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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
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
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
Methods and systems for reinforcement learning
MR Nazari, AO Jadid, M Kabul
US Patent App. 16/127,716, 2019
Reward maximization in general dynamic matching systems
M Nazari, AL Stolyar
Queueing Systems 91 (1-2), 143-170, 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
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
Real-time spatial and group monitoring and optimization
HM Ghadyali, KS Prabhudesai, M Nazari, B Biller, A Oroojlooyjadid, ...
US Patent 11,176,691, 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
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
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
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
Universal attention-based reinforcement learning model for control systems
A Oroojlooyjadid, M Nazari, D Hajinezhad, JMG da Silva
US Patent 11,080,602, 2021
Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework
M Nazari, M Jahani, LV Snyder, M Takáč
arXiv preprint arXiv:1905.13562, 2019
Autonomous Decision-Making Schemes for Real-World Applications in Supply Chains and Online Systems
M Nazari
Lehigh University, 2019
Automated control of a manufacturing process
A Oroojlooyjadid, M Nazari, D Hajinezhad, AF Dizche, JMG da Silva, ...
US Patent 11,531,907, 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
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
Automated Learning of Radiation Therapy Dose Distribution for Head and Neck Cancer
D Hajinezhad, A Oroojlooy, MR Nazari, JG Silva, S Das
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