Policy-Aware Model Learning for Policy Gradient Methods. - Romina Abachi; Mohammad Ghavamzadeh; Amir-massoud Farahmand (CoRR, 2020)

Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation. - Evgenii Nikishin; Romina Abachi; Rishabh Agarwal; Pierre-Luc Bacon (AAAI, 2022)

λ-AC: Learning latent decision-aware models for reinforcement learning in continuous state-spaces. - Claas Voelcker; Arash Ahmadian; Romina Abachi; Igor Gilitschenski; Amir-massoud Farahmand (CoRR, 2023)

Calibrated Value-Aware Model Learning with Stochastic Environment Models. - Claas Voelcker; Anastasiia Pedan; Arash Ahmadian; Romina Abachi; Igor Gilitschenski; Amir-massoud Farahmand (CoRR, 2025)