arxivcs.AI2026-06-30
A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management
We present a three-phase deep reinforcement learning system for personalized portfolio management that addresses three limitations shared by all prior financial RL work: 1) ticker lock-in, 2) monolithic objectives , and 3) static user models. Phase 1 pretrains a ticker-identity-f…