CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing

Philipp Altmann, Fabian Ritz, Leonard Feuchtinger +3

The safe application of reinforcement learning (RL) requires generalization from limited training data to unseen scenarios. Yet, fulfilling tasks under changing circumstances is a…