Maximising the Set-Piece Return: Optimising Football Corner Tactics with Graph Reinforcement Learning

Machine learning is increasingly employed for the evaluation of football tactics. However, existing approaches focus on characterising historical actions or analyst-specified counterfactual scenarios. In this work, we seek to go beyond the imitation of historically observed patterns towards discover...