TradeRL Logo
TradeRL Logo
TradeRL Logo

Reinforcement Learning for Trading that Adapts

Milan 2026

AI Advisor for Finance

Who We Are

TradeRL is a 2024 spinoff from Politecnico di Milano, combining academic excellence in Artificial Intelligence with deep expertise in financial markets.

We specialize in Reinforcement Learning: AI systems that learn from experience, adapt to changing conditions, and improve performance over time.

Our mission is to be the trusted advisor for AI-driven trading, helping organizations turn market uncertainty into opportunity through intelligent, adaptive technology.

Real-Time Learning

Predictive Intelligence

Adaptive Strategies

Risk-Aware Decisions

Continuous Optimization

Scalable Solutions

Our Expertise

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Financial Markets

Trading, Optimal Execution, Portfolio Optimization

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Artificial Intelligence

Machine Learning, Deep Learning, Reinforcement Learning, Generative AI

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Software Engineering

Data Platforms, ML Pipelines, Scalable Cloud Infrastructure

Our Team

Dott. Nicola Caporaso

CEO

  • Executive Master in Corporate Finance and Banking, SDA Bocconi
  • 20+ years in financial services and capital markets
  • Founder of Kayrhos (2017)

Prof. Marcello Restelli

Scientific Director

  • Full Professor, Politecnico di Milano
  • Expert in RL for finance, robotics, autonomous systems
  • 100+ publications, Area Chair at NeurIPS, ICML, AAAI
  • Coordinator of 20+ research projects

Ph.D. Luca Sabbioni

AI Specialist

  • PhD in Information Engineering, Politecnico di Milano
  • Specialized in Meta RL and financial calibration
  • Research on Indirect Supervised Learning for trading strategies

Ph.D. Amarildo Likmeta

AI Specialist

  • PhD in Data Science and Computation, Politecnico di Milano
  • Specialized in RL exploration and Online Planning
  • Publications at NeurIPS, ICLR, AAAI
  • Applied research in finance and manufacturing

Ph.D. Lorenzo Bisi

AI Specialist

  • PhD in Information Engineering, Politecnico di Milano
  • Specialized in risk-averse RL for algorithmic trading
  • Develops AI solutions: ML, Computer Vision, GenAI

Dott. Antonio Riva

Senior ML Engineer

  • MSc Mathematical Engineering, Quantitative Finance
  • Specialized in RL, Computer Vision, LLM
  • GCP ML Engineer certified

Our Achievements

0

Articles published in the main AI conferences

0

Scientific citations

Our Vision

To lead the transformation of automated trading through Reinforcement Learning.

In markets where conditions shift constantly,
the ability to learn and adapt in real time
is what separates winners from the rest.

Contact Us

Ready to transform your trading with AI? Get in touch with our team.

✉️

Email

Send Email
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Phone

Call Now
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Headquarters

Via Rosso di San Secondo 1/3
20134 Milano (MI)
Italia

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VAT Number

IT 13854660969