Towards Automatic Actor-Critic Solutions to Continuous Control

Jake Grigsby, Jin Yong Yoo, Yanjun Qi

Model-free off-policy actor-critic methods are an efficient solution to complex continuous control tasks. However, these algorithms rely on a number of design tricks and hyperparam…