Automated Deep Reinforcement Learning Environment for Hardware of a Modular Legged Robot We present an automated learning environment for developing control policies directly on the hardware of a modular legged robot. In this paper, we present an automated learning environment for developing control policies directly on the hardware of a modular legged robot. This environment facilitates the reinf