Fusion of Model-free Reinforcement Learning with Microgrid Control: Review and Vision

no code implementations • 22 Jun 2022 • Buxin She, Fangxing Li, Hantao Cui, Jingqiu Zhang, Rui Bo

Challenges and opportunities coexist in microgrids as a result of emerging large-scale distributed energy resources (DERs) and advanced control techniques.

reinforcement-learning Reinforcement Learning (RL)

Exploiting long-term temporal dynamics for video captioning

no code implementations • 22 Feb 2022 • Yuyu Guo, Jingqiu Zhang, Lianli Gao

In TS-LSTM, a temporal pooling LSTM (TP-LSTM) is designed to incorporate both spatial and temporal information to extract long-term temporal dynamics within video sub-shots; and a stacked LSTM is introduced to generate a list of words to describe the video.

Video Captioning