Stock Trader. An AI agent that learns to buy and sell stocks by practicing on real market history.
github.com/Zaid2044/rl-stock-trader
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Updates
June 2025
- docs: create final project README
- feat: add evaluation loop for the trained agent
- fix: update step method to return 5 values for new gym API
- fix: update reset method to return obs and info dict
- fix: update reset method signature to accept seed and options
- fix: update training call to use model.learn() instead of model.train()
- feat: implement PPO agent training loop with stable-baselines3
- fix: resolve ambiguous truth value error by extracting item from Series
- test: add random action loop to test environment logic
- feat: implement core trading logic in the step function
- feat: implement portfolio state management in environment
- feat: implement _next_observation to provide market data
- fix: update import to use gymnasium aliased as gym
- feat: implement data download pipeline and initialize environment
- feat: create skeleton for custom StockTradingEnv
- feat: add stable-baselines3, pandas, and yfinance
- build: setup .gitignore and create virtual environment