haidang2405/senseshift-rl-real-world-active-sensing

SenseShift-RL SenseShift-RL is a replayable active-sensing world built from real, quality-screened U.S. EPA ozone measurements. On each day an agent activates at most two of eight monitoring sites, observes only those valid measurements, and is rewarded for reconstructing the withheld network while paying an explicit authored sensing cost. This is an observation-control benchmark, not an air-quality control simulator. Actions reveal recorded measurements; they do not alter… See the full description on the dataset page: https://huggingface.co/datasets/haidang2405/senseshift-rl-real-world-active-sensing.