Harnessing Data from Clustered LQR Systems: Personalized and Collaborative Policy Optimization

Vinay Kanakeri, Shivam Bajaj, Ashwin Verma +2

It is known that reinforcement learning (RL) is data-hungry. To improve sample-efficiency of RL, it has been proposed that the learning algorithm utilize data from 'approximately s…