Selim Amrouni

Preprint describing a simulated environment (CTMSTOU driven markets) for studying regime‑awareness in trading policies.

Paper describing a technique to wrap discrete event multi‑agent simulators (ABIDES) into the OpenAI Gym framework and two benchmark market environments for RL agents.

Patent application covering systems and methods for generating digital documents from natural language commands by mapping commands to 'skills' and generating content and insights from structured data.

Paper presenting DocuBot, an AI assistant for creating and modifying digital documents via natural language 'skills', enabling recurrent report generation and continuous learning of domain‑specific vocabulary.

Medium article describing work on predicting hospital bed availability over a 72‑hour horizon; overview of data sources, modeling framework, and patient flow modeling used during an NYU Langone Health internship.