Monte carlo tree search for trading and hedging

Author:

Vittori Edoardo1,Likmeta Amarildo2,Restelli Marcello1

Affiliation:

1. Politecnico di Milano

2. Universitá di Bologna

Publisher

ACM

Reference23 articles.

1. Peter Auer , Nicolo Cesa-Bianchi , and Paul Fischer . Finite-time analysis of the multiarmed bandit problem. Machine learning, 47(2--3):235--256 , 2002 . Peter Auer, Nicolo Cesa-Bianchi, and Paul Fischer. Finite-time analysis of the multiarmed bandit problem. Machine learning, 47(2--3):235--256, 2002.

2. Foreign exchange trading

3. Risk-averse trust region optimization for reward-volatility reduction;Bisi Lorenzo;IJCAI-20,2020

4. Fischer Black and Myron Scholes . The pricing of options and corporate liabilities. Journal of political economy, 81(3) , 1973 . Fischer Black and Myron Scholes. The pricing of options and corporate liabilities. Journal of political economy, 81(3), 1973.

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1. Trading Gold, GBPUSD and EURUSD with Deep Reinforcement Learning Agents;2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI);2024-06-27

2. CVA Hedging with Reinforcement Learning;4th ACM International Conference on AI in Finance;2023-11-25

3. Hedging using reinforcement learning: Contextual k-armed bandit versus Q-learning;The Journal of Finance and Data Science;2023-11

4. A Study of Monte Carlo Tree Search-Based Model for High Frequency Trading;2023 International Conference on Machine Learning and Cybernetics (ICMLC);2023-07-09

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