Fall 2024

• MATH 255 – Probability and Statistics
• EEE 493 – Industrial Design Project I – Mentoring the project on “Optimizing energy efficiency with smart lighting”
• EEE 492 – Senior Project – Mentoring the project on “Strategic control of intersections for efficient traffic routing without tolls”

Spring 2023

• EEE 212 – Microprocessors
• EEE 440/540 – Advanced Mathematics for Signals, Systems, Control and Communications
• EEE 494 – Industrial Design Project II – Mentoring the project on “Protecting biometric data privacy against facial recognition systems”

Fall 2023

• EEE 448/548 – Reinforcement Learning and Dynamic Programming
• EEE 493 – Industrial Design Project I – Mentoring the project on “Protecting biometric data privacy against facial recognition systems”
• EEE 392 – Individual Research Study – Mentoring the project on “Tacit collusion of reinforcement learning algorithms in competitive environments”

Spring 2023

• EEE 440/540 – Advanced Mathematics for Signals, Systems, Control and Communications
• EEE 494 – Industrial Design Project II – Mentoring the project on “Reinforcement learning based auto-pilot”

Fall 2022

• MATH 255 – Probability and Statistics
• EEE 493 – Industrial Design Project I – Mentoring the project on “Reinforcement learning based auto-pilot”

Spring 2022

• MATH 255 – Probability and Statistics
• EEE 492 – Senior Project – Mentoring the project on “Risk-aware independent learning in zero-sum stochastic games”
• EEE 494 – Industrial Design Project II – Mentoring the project on “Landing a fixed-wing UAV using reinforcement learning”

Fall 2021

• EEE 440/540 – Advanced Mathematics for Signals, Systems, Control and Communications
• EEE 392 – Individual Research Study – Mentoring the project on “Decentralized multi-agent reinforcement learning”
• EEE 493 – Industrial Design Project I – Mentoring the project on “Landing a fixed-wing UAV using reinforcement learning”