Analyzing the Effect of Stochastic Transitions in Policy Gradients in Deep Reinforcement Learning. - Ângelo Gregório Lovatto; Thiago Pereira Bueno; Leliane Nunes de Barros (BRACIS, 2019)

Decision-Aware Model Learning for Actor-Critic Methods: When Theory Does Not Meet Practice. - Ângelo Gregório Lovatto; Thiago Pereira Bueno; Denis Deratani Mauá; Leliane N. de Barros (ICBINB@NeurIPS, 2020)

Gradient Estimation in Model-Based Reinforcement Learning: A Study on Linear Quadratic Environments. - Ângelo Gregório Lovatto; Thiago Pereira Bueno; Leliane Nunes de Barros (BRACIS (1), 2021)

Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study. - Ângelo Gregório Lovatto; Leliane Nunes de Barros; Denis Deratani Mauá (BRACIS (2), 2022)