The RL Perceptron: Generalisation Dynamics of Policy Learning in High Dimensions

Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli +2

Reinforcement learning (RL) algorithms have proven transformative in a range of domains. To tackle real-world domains, these systems often use neural networks to learn policies dir…