Tracking the State of Large Dynamic Networks via Reinforcement Learning. - Matthew Andrews; Sem C. Borst; Jeongran Lee; Enrique Martin-Lopez; Karina Palyutina (INFOCOM, 2020)

Evolution of Q Values for Deep Q Learning in Stable Baselines. - Matthew Andrews; Cemil Dibek; Karina Palyutina (CoRR, 2020)

SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations. - Khaled Nakhleh; Minahil Raza; Mack Tang; Matthew Andrews; Rinu Boney; Ilija Hadzic; Jeongran Lee; Atefeh Mohajeri; Karina Palyutina (ICRA, 2023)