Forecasting in Offline Reinforcement Learning for Non-stationary Environments

TL;DR

Offline Reinforcement Learning (RL) provides a promising avenue for training policies from pre-collected datasets when gathering additional interaction data is infeasible…

Opening excerpt from the authors’ abstract. source