towards the cat's grin

Automatic Risk Adaptation in Distributional Reinforcement Learning

In a new preprint, we explored the use of the parametric uncertainty of an agent as a way to learn in risk-sensitive environments. We show improved robustness to changing environment dynamics and lower failure rates in hard locomotion environments.