Davood Hajinezhad

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 14

Top Topics

Reinforcement Learning

Top Venues

Publications

Afshin Oroojlooy, Davood Hajinezhad
A review of cooperative multi-agent deep reinforcement learning. Appl. Intell. 53 (11) (2023)
Farshad Saberi-Movahed, Mahyar Mohammadifard, Adel Mehrpooya, Mohammad Rezaei-Ravari, Kamal Berahmand, Mehrdad Rostami, Saeed Karami, Mohammad Najafzadeh, Davood Hajinezhad, Mina Jamshidi, Farshid Abedi, Mahtab Mohammadifard, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly
Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. Comput. Biol. Medicine 146 (2022)
Afshin Oroojlooy, MohammadReza Nazari, Davood Hajinezhad, Jorge Silva
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control. CoRR (2020)
Afshin Oroojlooy, MohammadReza Nazari, Davood Hajinezhad, Jorge Silva
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control. NeurIPS (2020)
Qitong Gao, Davood Hajinezhad, Yan Zhang, Yiannis Kantaros, Michael M. Zavlanos
Reduced variance deep reinforcement learning with temporal logic specifications. ICCPS (2019)
Davood Hajinezhad, Mingyi Hong, Alfredo Garcia
ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks. IEEE Trans. Autom. Control. 64 (10) (2019)
Davood Hajinezhad, Mingyi Hong
Perturbed proximal primal-dual algorithm for nonconvex nonsmooth optimization. Math. Program. 176 (1-2) (2019)
Afshin Oroojlooyjadid, Davood Hajinezhad
A Review of Cooperative Multi-Agent Deep Reinforcement Learning. CoRR (2019)
Davood Hajinezhad, Qingjiang Shi
Alternating direction method of multipliers for a class of nonconvex bilinear optimization: convergence analysis and applications. J. Glob. Optim. 70 (1) (2018)
Davood Hajinezhad, Michael M. Zavlanos
Gradient-Free Multi-Agent Nonconvex Nonsmooth Optimization. CDC (2018)
Mingyi Hong, Davood Hajinezhad, Ming-Min Zhao
Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks. ICML (2017)
Davood Hajinezhad, Mingyi Hong, Tuo Zhao, Zhaoran Wang
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization. CoRR (2016)
Davood Hajinezhad, Mingyi Hong, Tuo Zhao, Zhaoran Wang
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization. NIPS (2016)
Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qingjiang Shi, Mingyi Hong
Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis. ICASSP (2016)
Davood Hajinezhad, Mingyi Hong
Nonconvex alternating direction method of multipliers for distributed sparse principal component analysis. GlobalSIP (2015)