no code implementations • 14 Oct 2023 • Rasoul Amirzadeh, Dhananjay Thiruvady, Asef Nazari, Mong Shan Ee
Designed as the foundational architecture of the trading system, the CausalReinforceNet framework enhances the capabilities of the reinforcement learning agent through causal analysis.
no code implementations • 13 Jun 2023 • Rasoul Amirzadeh, Asef Nazari, Dhananjay Thiruvady, Mong Shan Ee
The efficacy of the proposed model in predicting cryptocurrency price directions is evaluated from two perspectives.
no code implementations • 26 Mar 2023 • Rasoul Amirzadeh, Asef Nazari, Dhananjay Thiruvady, Mong Shan Ee
The ensuing networks are used for causal reasoning and diagnosis, and the results indicate that social media (in particular Twitter data in this study) is the most significant influencing factor of the prices of altcoins.