Decision-focused RL framework trains forecaster end-to-end with RL agent for EV charging under unknown departure times, yielding up to 14% higher reward and 55% less unsupplied energy than separate training.
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Forecasting what Matters: Decision-Focused RL for Controlled EV Charging with Unknown Departure Times
Decision-focused RL framework trains forecaster end-to-end with RL agent for EV charging under unknown departure times, yielding up to 14% higher reward and 55% less unsupplied energy than separate training.