Combining Deep Reinforcement Learning And Local Control For The Acrobot Swing-up And Balance Task

Sean Gillen, Marco Molnar, Katie Byl

In this work we present a novel extension of soft actor critic, a state of the art deep reinforcement algorithm. Our method allows us to combine traditional controllers with learne…