Performance Evaluation and Continuous Learning

Design a comprehensive evaluation framework to continuously monitor the accuracy of your agent's market predictions and the profitability of its arbitrage recommendations. How would you use a feedback loop from actual (simulated) market outcomes to refine the agent's analytical models and strategic decision-making processes over time, ensuring it adapts to changing market conditions?