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Chen-Wei Kuo

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#artificial intelligence Preprint Sep 2026

Cost-Aware Reinforcement Learning with Action Masking and Projection for Battery Energy Storage Dispatch under Suppressed-Spread Market Shifts

Battery energy storage system (BESS) dispatch must preserve operational feasibility while declining price spreads reduce the margin available to pay for cycling. We study a proximal policy optimization (PPO) controller whose pre-selection physical action mask and emergency projection are separated from a causal, foreca...

Kuan-Lin Chen, Chen-Wei Kuo, Cheng-En Ou · 0 citations

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