A new method for discovering subgoals and constructing options in reinforcement learning. - Marzieh Davoodabadi; Hamid Beigy (IICAI, 2011)

Constructing and Evaluating Options in Reinforcement Learning. - Marzieh Davoodabadi Farahani; Nasser Mozayani (IST, 2018)

Automatic construction and evaluation of macro-actions in reinforcement learning. - Marzieh Davoodabadi Farahani; Nasser Mozayani (Appl. Soft Comput., 2019)

Evaluating skills in hierarchical reinforcement learning. - Marzieh Davoodabadi Farahani; Nasser Mozayani (Int. J. Mach. Learn. Cybern., 2020)

Acquiring reusable skills in intrinsically motivated reinforcement learning. - Marzieh Davoodabadi Farahani; Nasser Mozayani (J. Intell. Manuf., 2021)