The Curse of Passive Data Collection in Batch Reinforcement Learning

Chenjun Xiao, Ilbin Lee, Bo Dai +2

In high stake applications, active experimentation may be considered too risky and thus data are often collected passively. While in simple cases, such as in bandits, passive and a…