Stocks Trading (Buy / Sell / Hold)

Train a simple discrete-action agent on historical price movements. This is a learning sandbox, not financial advice.

DataWe simulate an episode by stepping through historical prices. Each step is one market interval (daily or weekly). You can change ticker/range/interval and re-train.
Tip: click a result, or use the typed symbol.
Symbol: AAPL
Price + portfolio (with actions)
Cumulative reward (per timestep)Reward is proportional to the change in portfolio value each step (scaled by initial investment).
1.000.00
Rollout
Return
0.0000
PnL
0.00
Investment
10000
Fee rate
0.10%
Shares
0
Cash
10000.00
Run an episode to see step-by-step actions.