Ergodic Risk Measures: Towards a Risk-Aware Foundation for Continual Reinforcement Learning
arXiv:2510.02945v3 Announce Type: replace-cross
Abstract: Continual reinforcement learning (continual RL) seeks to formalize the notions of lifelong learning and endless adaptation in RL. In particular, the aim of continual RL is to develop RL agents …