My Research Studies

My PhD thesis title is "ReCau: Reactive-Causal Architecture for Intelligent Agents". In my thesis, I performed a number of simulation studies to evaluate the decision-making mechanism of ReCau. The most significant simulation study undertaken is called radar task. In this simulation, a number of ReCau agents try to decide if an object observed on the radar is friendly, neutral or hostile. According to the simulation results, performance of ReCau agents matches the performance of humans. The results indicated that ReCau provides a highly realistic decision-making mechanism.

I currently research on machine learning during decision-making. Especially, I am working on incorporating an approach to learn from mistakes and an approach to learn socially. I performed a number of simulation studies and you can access the simulation codes from here.