Hyperparameter (HP) tuning in deep learning is an expensive process,
pro...
On April 13th, 2019, OpenAI Five became the first AI system to defeat th...
Reinforcement learning algorithms can train agents that solve problems i...
The recent adaptation of deep neural network-based methods to reinforcem...
Deep reinforcement learning (RL) methods generally engage in exploratory...
We show how an ensemble of Q^*-functions can be leveraged for more
effec...
We explore the use of Evolution Strategies (ES), a class of black box
op...
The problem of scheduling under resource constraints is widely applicabl...