Evaluation & Performance Analysis

Detail how you will evaluate the trained RL agent's performance. Beyond the core metrics (revenue, degradation), what other KPIs will you track (e.g., SoC cycling, response time)? How will you compare your RL agent against a baseline (e.g., greedy algorithm or MPC) to demonstrate its value? Discuss potential strategies for handling uncertainties in market prices or renewable generation.