Electrical & Computer Engineering, UC Riverside, USA; School of Data Science, CUHK-SZ, China; Computing + Mathematical Sciences, Caltech, USA
Tongxin Li, Yiheng Lin, Shaolei Ren, Adam Wierman
Time-varying MDP;Learning-augmented online algorithm;consistency and robustness tradeoff
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions