tax-aware

A three-phase deep reinforcement learning system for personalized portfolio management that addresses ticker lock-in, monolithic objectives, and static user models, using a cross-asset encoder pretrained with self-supervised learning and the Chronos time series foundation model, fine-tuned with Mixture of Experts and PPO, and personalized via LoRA.