Grow Your Limits: Continuous Improvement with Real-World RL for Robotic Locomotion

Laura Smith, Yunhao Cao, Sergey Levine

Deep reinforcement learning (RL) can enable robots to autonomously acquire complex behaviors, such as legged locomotion. However, RL in the real world is complicated by constraints…