Dr T. Dias Simão (Thiago)

The motivation for my research revolves around making AI techniques more reliable to enable their deployment in real-world applications. I focus on developing AI algorithms for scenarios with constrained interactions with an unknown environment. I am currently interested in safe reinforcement learning, a research topic concerned with problems where a minimum performance must be guaranteed, and catastrophic events must be avoided.