A Deep Q-Network for the Beer Game with Partial Information. - Afshin Oroojlooyjadid; MohammadReza Nazari; Lawrence V. Snyder; Martin Takác 001 (CoRR, 2017)

Reinforcement Learning for Solving the Vehicle Routing Problem. - MohammadReza Nazari; Afshin Oroojlooy; Lawrence V. Snyder; Martin Takác 001 (NeurIPS, 2018)

Deep Reinforcement Learning for Solving the Vehicle Routing Problem. - MohammadReza Nazari; Afshin Oroojlooy; Lawrence V. Snyder; Martin Takác 001 (CoRR, 2018)

Multi-Agent Image Classification via Reinforcement Learning. - Hossein K. Mousavi; MohammadReza Nazari; Martin Takác 001; Nader Motee (IROS, 2019)

Introducing a modified exact difference method for incorporating unsteady and non-uniform force terms in lattice kinetic models. - Reza Khazaeli; MohammadReza Nazari; Abed Zadehgol (Comput. Math. Appl., 2019)

Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework. - MohammadReza Nazari; Majid Jahani; Lawrence V. Snyder; Martin Takác 001 (CoRR, 2019)

Reward maximization in general dynamic matching systems. - MohammadReza Nazari; Alexander L. Stolyar (Queueing Syst. Theory Appl., 2019)

Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed SR1. - Majid Jahani; MohammadReza Nazari; Sergey Rusakov 001; Albert S. Berahas; Martin Takác 001 (LOD (1), 2020)

AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control. - Afshin Oroojlooy; MohammadReza Nazari; Davood Hajinezhad; Jorge Silva (NeurIPS, 2020)

SONIA: A Symmetric Blockwise Truncated Optimization Algorithm. - Majid Jahani; MohammadReza Nazari; Rachael Tappenden; Albert S. Berahas; Martin Takác 001 (AISTATS, 2021)

A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization. - Afshin Oroojlooyjadid; MohammadReza Nazari; Lawrence V. Snyder; Martin Takác 001 (Manuf. Serv. Oper. Manag., 2022)