Reinforcement Learning
Q-Learning Controller
Pendulum swing-Up controller based on Q-Learning method.
Developed a Q-learning controller for a multi-variate system, and tested on torque-controlled inverted pendulum. Improved learning efficiency by 73% & reduced learning time by 15% via integration of ϵ-greedy policy.