Through a series of simulations, the researchers show that the DRL models learn similar or better strategies as compared to delta hedging.
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Out of all models, PPO performs the best in terms of profit and loss, training time, and amount of data needed for training. Access the full paper. Post Comment.
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Bear run or bull run, Can Reinforcement Learning help in Automated trading?
Google's free machine learning course for fairness. Standard Chartered completes first cross-bank LC using blockchain. Deep hedging: neural network-based, data-driven market simulation for modelling financial time series. No Comments.
Institutional crypto weekly roundup. AI research uses RL to create a financial model-free solution for asset allocation. Click here to cancel reply.