Deep Reinforcement Learning for Equity Trading: Benchmarking Actor-Critic Methods with Forward Retraining.

arXiv:2609.31870v1 Announce Type: cross Abstract: Consistently profitable trading is difficult because equity markets are noisy, non-stationary, and only partially predictable from historical data. We benchmark five deep reinforcement learning (DRL) actor-crit