Majid Mazouchi

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 21

Top Topics

High Dimensional Time Series

Convex Programming

Reinforcement Learning

Optimal Control

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE CAA J. Autom. Sinica

Publications

Majid Mazouchi, Subramanya Nageshrao, Hamidreza Modares
A Risk-Averse Preview-Based Q-Learning Algorithm: Application to Highway Driving of Autonomous Vehicles. IEEE Trans. Control. Syst. Technol. 31 (4) (2023)
Aquib Mustafa, Majid Mazouchi, Hamidreza Modares
Secure Event-Triggered Distributed Kalman Filters for State Estimation Over Wireless Sensor Networks. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Farzaneh Tatari, Majid Mazouchi, Hamidreza Modares
Fixed-Time System Identification Using Concurrent Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Majid Mazouchi, Hamidreza Modares
Data-driven Robust LQR with Multiplicative Noise via System Level Synthesis. CoRR (2022)
Farzaneh Tatari, Aquib Mustafa, Majid Mazouchi, Hamidreza Modares, Christos G. Panayiotou, Marios M. Polycarpou
Performance Analysis of Event-Triggered Consensus Control for Multi-agent Systems under Cyber-Physical Attacks. ACC (2022)
Majid Mazouchi, Aquib Mustafa, Hamidreza Modares, Christos G. Panayiotou, Marios M. Polycarpou
Performance Analysis of Event-Triggered Consensus Control for Multi-agent Systems under Cyber-Physical Attacks. CoRR (2022)
Majid Mazouchi, Farzaneh Tatari, Bahare Kiumarsi, Hamidreza Modares
Fully Heterogeneous Containment Control of a Network of Leader-Follower Systems. IEEE Trans. Autom. Control. 67 (11) (2022)
Majid Mazouchi, Subramanya P. Nageshrao, Hamidreza Modares
Conflict-Aware Safe Reinforcement Learning: A Meta-Cognitive Learning Framework. IEEE CAA J. Autom. Sinica 9 (3) (2022)
Majid Mazouchi, Yongliang Yang, Hamidreza Modares
Data-Driven Dynamic Multiobjective Optimal Control: An Aspiration-Satisfying Reinforcement Learning Approach. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Amin Vahidi-Moghaddam, Majid Mazouchi, Hamidreza Modares
Memory-Augmented System Identification With Finite-Time Convergence. IEEE Control. Syst. Lett. 5 (2) (2021)
Yuzhen Han, Majid Mazouchi, Subramanya P. Nageshrao, Hamidreza Modares
A Convex Programming Approach to Data-Driven Risk-Averse Reinforcement Learning. CoRR (2021)
Amin Vahidi-Moghaddam, Majid Mazouchi, Hamidreza Modares
Learning Dynamics System Models with Prescribed-Performance Guarantees using Experience-Replay. ACC (2021)
Aquib Mustafa, Majid Mazouchi, Subramanya P. Nageshrao, Hamidreza Modares
Assured Learning-enabled Autonomy: A Metacognitive Reinforcement Learning Framework. CoRR (2021)
Majid Mazouchi, Subramanya P. Nageshrao, Hamidreza Modares
Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters. CoRR (2021)
Yuzhen Han, Majid Mazouchi, Subramanya P. Nageshrao, Hamidreza Modares
A One-shot Convex Optimization Approach to Risk-Averse Q-Learning. CDC (2021)
Majid Mazouchi, Subramanya P. Nageshrao, Hamidreza Modares
A Risk-Averse Preview-based Q-Learning Algorithm: Application to Highway Driving of Autonomous Vehicles. CoRR (2021)
Yongliang Yang, Majid Mazouchi, Hamidreza Modares
Data-Driven Solutions to Mixed $H_{2}/H_{\infty}$ Control: A Hamilton-Inequality-Driven Reinforcement Learning Approach. CCTA (2020)
Majid Mazouchi, Farzaneh Tatari, Bahare Kiumarsi, Hamidreza Modares
Fully-HeterogeneousContainment Control of a Network of Leader-Follower Systems. CoRR (2020)
Majid Mazouchi, Yongliang Yang, Hamidreza Modares
Data-driven Dynamic Multi-objective Optimal Control: An Aspiration-satisfying Reinforcement Learning Approach. CoRR (2020)
Majid Mazouchi, Mohammad-Bagher Naghibi-Sistani, Seyed Kamal Hosseini Sani
A novel distributed optimal adaptive control algorithm for nonlinear multi-agent differential graphical games. IEEE CAA J. Autom. Sinica 5 (1) (2018)
Majid Mazouchi, Mohammad-Bagher Naghibi-Sistani, Seyed Kamal Hosseini Sani, Farzaneh Tatari, Hamidreza Modares
Observer-based Adaptive Optimal Output Containment Control problem of Linear Heterogeneous Multi-agent Systems with Relative Output Measurements. CoRR (2018)