1 citations · 1 across the 4 of their papers we have counts for
4 papers
Mixline: A Hybrid Reinforcement Learning Framework for Long-horizon Bimanual Coffee Stirring Task
Zheng Sun, Zhiqi Wang, Junjia Liu +2
Bimanual activities like coffee stirring, which require coordination of dual arms, are common in daily life and intractable to learn by robots. Adopting reinforcement learning to l…
A Data-driven Storage Control Framework for Dynamic Pricing
Jiaman Wu, Zhiqi Wang, Chenye Wu +2
Dynamic pricing is both an opportunity and a challenge to the demand side. It is an opportunity as it better reflects the real time market conditions and hence enables an active de…
Optimal Storage Control for Dynamic Pricing
Jiaman Wu, Zhiqi Wang, Yang Yu +1
Renewable energy brings huge uncertainties to the power system, which challenges the traditional power system operation with limited flexible resources. One promising solution is t…
An Algorithmic View on Optimal Storage Sizing
Zhiqi Wang, Kui Wang, Yang Yu +1
Users can arbitrage against Time-of-Use (ToU) pricing with storage by charging in off-peak period and discharge in peak periods. In this paper we design the optimal control policy…