An Open-Loop Baseline for Reinforcement Learning Locomotion Tasks: Simplifying Deep RL

The author proposes a model-free open-loop strategy using simple oscillators to address the limitations of Deep Reinforcement Learning (DRL) in locomotion tasks, highlighting the benefits of simplicity and prior knowledge in robotic control.