Raw Data Batches Actions Fast Real-time Next State (Sim) Next State (Live) Data Ingestion TensorDict TENSOR SCHEMA obs: [32, 8] action: [1] RL Agent SWITCH Offline Sim (Historical OHLCV) Live Exchange (Alpaca/Binance)