2 papers
cs.LG2024
Reinforcement Learning Based Bidding Framework with High-dimensional Bids in Power Markets
Jinyu Liu, Hongye Guo, Yun Li +5
Over the past decade, bidding in power markets has attracted widespread attention. Reinforcement Learning (RL) has been widely used for power market bidding as a powerful AI tool t…
eess.SY2023
High-dimensional Bid Learning for Energy Storage Bidding in Energy Markets
Jinyu Liu, Hongye Guo, Qinghu Tang +3
With the growing penetration of renewable energy resource, electricity market prices have exhibited greater volatility. Therefore, it is important for Energy Storage Systems(ESSs)…