A Real-World Quadrupedal Locomotion Benchmark for Offline Reinforcement Learning

Hongyin Zhang, Shuyu Yang, Donglin Wang

Online reinforcement learning (RL) methods are often data-inefficient or unreliable, making them difficult to train on real robotic hardware, especially quadruped robots. Learning…