RL Trading Engine

PPO agent · Nifty 50 ETFs · Sharpe-optimised reward · Trader-style shaping

Portfolio Value

₹0

Daily P&L

+0.00%

Trades Today

Position

Flat

Training Metrics

No model · Not trained

RL Engine Status

STOPPEDModel: not loaded

EnginePPO (Stable-Baselines3)

ModePAPER

Last Action—

Cycle15-min candles

Market Sentiment

News SentimentNeutral ➖

India VIX—

RSI (15m)—

Live Indicator Signals

Start the RL bot to see live signals

How to Train & Run

1Collect Data

python -m bot_rl.data.collector

Downloads 10yr NSE OHLCV into cache

2Train Agent

python -m bot_rl.agent.train --steps 500000

PPO training, ~30–60 min CPU

3Paper Trade

python -m bot_rl.main_rl --mode paper

Run during NSE market hours (IST)