Profile
SustainGym: Reinforcement Learning for Carbon Emissions Reduction
PIs: Adam Wierman and Yisong Yue
Research Team: Christopher Yeh
Division of Engineering and Applied Science
Sunlight to Everything Initiative
We propose building a suite of sustainability-oriented benchmarks, called SustainGym, to measure the potential for reinforcement learning (RL) algorithms to reduce carbon emissions across tasks ranging from electric vehicle charging to scheduling jobs in data centers.