26 citations · 30 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 4 cited
Deep Reinforcement Learning for Adaptive Learning Systems
Xiao Li, Hanchen Xu, Jinming Zhang +1
In this paper, we formulate the adaptive learning problem---the problem of how to find an individualized learning plan (called policy) that chooses the most appropriate learning ma…
cs.LG2019★ 26 cited
Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning
Hanchen Xu, Xiao Li, Xiangyu Zhang +1
In this letter, we address the problem of controlling energy storage systems (ESSs) for arbitrage in real-time electricity markets under price uncertainty. We first formulate this…
cs.LG2018
Optimal Hierarchical Learning Path Design with Reinforcement Learning
Xiao Li, Hanchen Xu, Jinming Zhang +1
E-learning systems are capable of providing more adaptive and efficient learning experiences for students than the traditional classroom setting. A key component of such systems is…