Davood Hajinezhad
- A Review of Cooperative Multi-Agent Deep Reinforcement Learning
2019/08/11 by Afshin Oroojlooyjadid, OroojlooyJadid, Afshin, Davood Hajinezhad +1 · 23 citations
Computer Science · #Reinforcement Learning in Robotics
- AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control
2020/10/12 by Afshin Oroojlooy, Mohammadreza Nazari, Oroojlooy, Afshin +5 · 5 citations
Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic control and management
- Zeroth Order Nonconvex Multi-Agent Optimization over Networks
2017/10/27 by Davood Hajinezhad, Mingyi Hong, Hajinezhad, Davood +3 · 4 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Gradient-Free Multi-Agent Nonconvex Nonsmooth Optimization
2019/04/09 by Davood Hajinezhad, Michael M. Zavlanos, Hajinezhad, Davood +1 · 1 citation
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Sparse and Compressive Sensing Techniques #Neural Networks Stability and Synchronization
- NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization
2016/05/25 by Davood Hajinezhad, Hajinezhad, Davood, Mingyi Hong +5 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques