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Edoardo Vittori
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2020 – today
- 2023
- [c9]Roberto Daluiso
, Marco Pinciroli
, Michele Trapletti
, Edoardo Vittori
:
CVA Hedging with Reinforcement Learning. ICAIF 2023: 261-269 - [i3]Francesco Mandelli, Marco Pinciroli, Michele Trapletti, Edoardo Vittori:
Reinforcement Learning for Credit Index Option Hedging. CoRR abs/2307.09844 (2023) - 2022
- [b1]Edoardo Vittori:
Augmenting traders with learning machines. Polytechnic University of Milan, Italy, 2022 - [c8]Martino Bernasconi
, Stefano Martino, Edoardo Vittori, Francesco Trovò, Marcello Restelli:
Dark-Pool Smart Order Routing: a Combinatorial Multi-armed Bandit Approach. ICAIF 2022: 352-360 - [c7]Antonio Riva, Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Edoardo Vittori, Marco Pinciroli
, Michele Trapletti
, Marcello Restelli:
Addressing Non-Stationarity in FX Trading with Online Model Selection of Offline RL Experts. ICAIF 2022: 394-402 - 2021
- [c6]Edoardo Vittori
, Amarildo Likmeta, Marcello Restelli:
Monte carlo tree search for trading and hedging. ICAIF 2021: 37:1-37:9 - [c5]Antonio Riva, Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Edoardo Vittori
, Marco Pinciroli
, Michele Trapletti
, Marcello Restelli:
Learning FX trading strategies with FQI and persistent actions. ICAIF 2021: 38:1-38:9 - [c4]Martino Bernasconi de Luca
, Edoardo Vittori
, Francesco Trovò, Marcello Restelli
:
Conservative Online Convex Optimization. ECML/PKDD (1) 2021: 19-34 - 2020
- [c3]Edoardo Vittori
, Martino Bernasconi de Luca, Francesco Trovò, Marcello Restelli
:
Dealing with transaction costs in portfolio optimization: online gradient descent with momentum. ICAIF 2020: 11:1-11:8 - [c2]Edoardo Vittori
, Michele Trapletti
, Marcello Restelli
:
Option hedging with risk averse reinforcement learning. ICAIF 2020: 27:1-27:8 - [c1]Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli:
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction. IJCAI 2020: 4583-4589 - [i2]Edoardo Vittori, Michele Trapletti, Marcello Restelli:
Option Hedging with Risk Averse Reinforcement Learning. CoRR abs/2010.12245 (2020)
2010 – 2019
- 2019
- [i1]Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli:
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction. CoRR abs/1912.03193 (2019)
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