Learning Locomotion Skills Using DeepRL: Does the Choice of Action Space Matter?

Xue Bin Peng, Michiel van de Panne

The use of deep reinforcement learning allows for high-dimensional state descriptors, but little is known about how the choice of action representation impacts the learning difficu…