45 citations · 129 across the 21 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning
Patrick Emami, Xiangyu Zhang, David Biagioni +1
In multi-timescale multi-agent reinforcement learning (MARL), agents interact across different timescales. In general, policies for time-dependent behaviors, such as those induced…
cs.LG2023★ 8 cited
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting
Patrick Emami, Abhijeet Sahu, Peter Graf
Short-term forecasting of residential and commercial building energy consumption is widely used in power systems and continues to grow in importance. Data-driven short-term load fo…