I am a PhD student at the Intelligent Autonomous Systems Lab, TU Darmstadt, designing and studying learning systems based on statistical decision theory. Robots nowadays are capable of solving a wide range of tasks, but they require careful programming and fine-tuning on each problem instance. Cyber-physical systems of the future, on the other hand, must learn from experience and adapt to changing environments quickly and efficiently to satisfy the growing demand for automation. This blog presents a small selection of questions motivated by this vision which might be of interest to a broader audience.
TU Darmstadt, FG IAS,