Offline/Online Optimization

Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning

Reinforcement learning tunes the battery costs of a fast greedy energy manager and can beat optimality-condition tuning in similar time, without a convex solver.

Mattia Silvestri, Allegra De Filippo, Federico Ruggeri, Michele Lombardi