Is your feature request related to a problem? Please describe.
Develop an RL agent to exploit arbitrage opportunities in the foreign exchange market by trading currency pairs.
Describe the solution you'd like
Steps:
Environment Setup: Create a gym environment simulating forex trading with multiple currency pairs.
State Representation: Include exchange rates, trading volumes, and economic indicators.
Reward Function: Design rewards based on profit from arbitrage trades.
Training: Use RL algorithms like PPO or DDPG to train the agent on historical data and validate on live data.
*Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.
Additional context
Add any other context or screenshots about the feature request here.
Is your feature request related to a problem? Please describe. Develop an RL agent to exploit arbitrage opportunities in the foreign exchange market by trading currency pairs.
Describe the solution you'd like Steps: Environment Setup: Create a gym environment simulating forex trading with multiple currency pairs. State Representation: Include exchange rates, trading volumes, and economic indicators. Reward Function: Design rewards based on profit from arbitrage trades. Training: Use RL algorithms like PPO or DDPG to train the agent on historical data and validate on live data.
*Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.
Additional context Add any other context or screenshots about the feature request here.