Automated Discovery of Functional Actual Causes in Complex Environments

Caleb Chuck, Sankaran Vaidyanathan, Stephen Giguere +3

Reinforcement learning (RL) algorithms often struggle to learn policies that generalize to novel situations due to issues such as causal confusion, overfitting to irrelevant factor…