Adaptive Machine Learning Trading Strategy Framework

Design a meta-learning framework for generating and evolving trading strategies that can autonomously adapt to changing market conditions. The system must support multi-agent reinforcement learning, provide strategy performance tracking, and implement automatic strategy mutation and selection. Create a modular architecture that allows plug-and-play strategy components.