Efficient Heteroscedastic Bayesian Optimization for Risk-Aware AutoRL

Mingxuan Che, Tsung-Yuan Tseng, Theresa Eimer +2

Reinforcement learning (RL) has shown remarkable success across a wide range of complex tasks. However, RL outcomes can be highly stochastic, and both expected performance and vari…