Forecasting in Offline Reinforcement Learning for Non-stationary Environments

Suzan Ece Ada, Georg Martius, Emre Ugur +1

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