Conference
Open access
Sep 2026
Beyond the Mean: Gaussian Distributional Successor Features for Zero-Shot Non-Linear Reward Adaptation
Zero-shot transfer for offline reinforcement learning involves generalizing to a wide range of tasks that are often risk-sensitive, without new interaction. We show here that although Successor Features (SFs) provide a principled framework for transfer through abstracting dynamics from rewards, their typical form is re...
Yong Zhao, Wen-Zheng Sun, Jian-Hua He et al.
· Proceedings of the Thirty-Fi... · 0 citations