ClipUp: A Simple and Powerful Optimizer for Distribution-based Policy Evolution

Nihat Engin Toklu, Paweł Liskowski, Rupesh Kumar Srivastava

Distribution-based search algorithms are an effective approach for evolutionary reinforcement learning of neural network controllers. In these algorithms, gradients of the total re…