| { | |
| "data": { | |
| "tickers": [ | |
| "AAPL", | |
| "MSFT", | |
| "GOOGL", | |
| "AMZN", | |
| "TSLA" | |
| ], | |
| "period": "5y", | |
| "interval": "1d", | |
| "use_sp500": false | |
| }, | |
| "environment": { | |
| "initial_balance": 10000, | |
| "transaction_cost": 0.001, | |
| "max_position_size": 1.0, | |
| "lookback_window": 60, | |
| "reward_type": "return" | |
| }, | |
| "training": { | |
| "algorithm": "PPO", | |
| "total_timesteps": 500000, | |
| "learning_rate": 0.0003, | |
| "batch_size": 64, | |
| "n_epochs": 10, | |
| "gamma": 0.99, | |
| "eval_freq": 1000, | |
| "n_eval_episodes": 5, | |
| "save_freq": 10000, | |
| "seed": 42 | |
| } | |
| } |