MIT; UIUC; Microsoft Research
Philip Amortila, Dylan Foster, Nan Jiang, Ayush Sekhari, Tengyang Xie
reinforcement learning theory;online RL;offline RL;hybrid RL;density ratio;marginalized importance weight;weight function;general function approximation
Harnessing Density Ratios for Online Reinforcement Learning