My research focus is on generalization in Reinforcement Learning. Currently I hold a Research Scientist position at the Center for Advanced Intelligence Project (AIP) at RIKEN. My main ambition is to evolve RL algorithms that are able to generalize to  out-of-distribution data as well as new new tasks as well as strategies. My current focus is on "Simple Q-learning" , i.e. on deducing basic guiding principles to make RL less hyper-parameter sensitive.

These days we started working on Quantum Reinforcement learning as well as Collaborative Game theory in Meta RL.

 Always happy to discuss!