Concurrent Learning with Aggregated States via Randomized Least Squares Value Iteration

Yan Chen, Qinxun Bai, Yiteng Zhang +4

Designing learning agents that explore efficiently in a complex environment has been widely recognized as a fundamental challenge in reinforcement learning. While a number of works…