Adaptive Sensor Placement for Continuous Spaces
Repeatedly placing sensors along an interval (in time or space) to detect as many events as possible. Each replacement opportunity needs to balance exploration (finding out information for future deployments) and exploitation (detecting events in the current deployment). The difference from standard bandit papers is that the actions are intervals. There are obvious generalisations to selecting regions instead of intervals.