I am a machine learning researcher in reinforcement learning (RL), with a focus on meta-reinforcement learning, sample-efficient exploration, and representation learning. My work is on the methodological design of novel meta-RL algorithms for fast adaptation to new tasks and environments. I am also interested in applying meta-RL in human-robot collaboration by designing agents that quickly adapt to new human behaviour.
COROLAB 