Ruo-Tian Liu

Adaptive Position-Loop PID Gain Tuning for UAVs Using Deep Reinforcement Learning

Unmanned aerial vehicles (UAVs) require accurate and robust position tracking in the presence of environmental disturbances. Although outer-loop position control is typically implemented using PID regulators, manual gain tuning is timeconsuming and often leads to suboptimal performance, especially under wind uncertaint...