11 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2021
A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems
Xian Yeow Lee, Soumik Sarkar, Yubo Wang
Volt-var control (VVC) is the problem of operating power distribution systems within healthy regimes by controlling actuators in power systems. Existing works have mostly adopted t…
cs.LG2021★ 1 cited
Soft Actor-Critic With Integer Actions
Ting-Han Fan, Yubo Wang
Reinforcement learning is well-studied under discrete actions. Integer actions setting is popular in the industry yet still challenging due to its high dimensionality. To this end,…
cs.LG2021★ 11 cited
PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems
Ting-Han Fan, Xian Yeow Lee, Yubo Wang
We introduce PowerGym, an open-source reinforcement learning environment for Volt-Var control in power distribution systems. Following OpenAI Gym APIs, PowerGym targets minimizing…