Hongyin Zhang

A Real-World Quadrupedal Locomotion Benchmark for Offline Reinforcement Learning

2024

Online reinforcement learning (RL) methods are often data-inefficient or unreliable, making them difficult to train on real robotic hardware, especially quadruped robots. So learning robotic tasks from pre-collected data is a promising direction. Agile and …