Alexandre Amice

Discrete Approximate Information States in Partially Observable Environments

2022 · 2022 American Control Conference (ACC)

The notion of approximate information states (AIS) was introduced in [1] as a methodology for learning task-relevant state representations for control in partially observable systems. They proposed particular learning objectives which attempt to reconstruct the …