Cryptocurrency Portfolio Management with Deep Reinforcement Learning

5 December 2016

Papers citing "Cryptocurrency Portfolio Management with Deep Reinforcement Learning"

20 / 20 papers shown

Title
Review of deep learning models for crypto price prediction: implementation and evaluation Jingyang Wu Xinyi Zhang Fangyixuan Huang Haochen Zhou Rohtiash Chandra 42 3 0 19 May 2024
Reinforcement Learning Applied to Trading Systems: A Survey L. Felizardo Francisco Caio Lima Paiva Anna Helena Reali Costa E. Del-Moral-Hernandez AIFin 19 1 0 01 Nov 2022
Model-Free Reinforcement Learning for Asset Allocation Adebayo Oshingbesan Eniola Ajiboye Peruth Kamashazi Timothy Mbaka OffRL 27 1 0 21 Sep 2022
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting Berend Gort Xiao-Yang Liu Xinghang Sun Jiechao Gao Shuai Chen Chris Wang 32 13 0 12 Sep 2022
Finite-Time Analysis of Asynchronous Q-learning under Diminishing Step-Size from Control-Theoretic View Han-Dong Lim Dong-hwan Lee 35 1 0 25 Jul 2022
Asset Allocation: From Markowitz to Deep Reinforcement Learning Ricard Durall 16 4 0 14 Jul 2022
Financial Vision Based Differential Privacy Applications Jun-Hao Chen Yi-Jen Wang Yun-Cheng Tsai Samuel Yen-Chi Chen FedML 21 1 0 28 Dec 2021
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 62 55 0 28 Sep 2021
Reinforcement Learning for Quantitative Trading Shuo Sun R. Wang Bo An OffRL AIFin 28 51 0 28 Sep 2021
Interpretability in Safety-Critical FinancialTrading Systems Gabriel Deza Adelin Travers C. Rowat Nicolas Papernot AAML AIFin 23 1 0 24 Sep 2021
Towards Private On-Chain Algorithmic Trading Ceren Kocaogullar Arthur Gervais B. Livshits 27 2 0 23 Sep 2021
Universal Trading for Order Execution with Oracle Policy Distillation Yuchen Fang Kan Ren Weiqing Liu Dong Zhou Weinan Zhang Jiang Bian Yong Yu Tie-Yan Liu OffRL 29 45 0 28 Jan 2021
Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics Amir H. Mosavi Pedram Ghamisi Yaser Faghan Puhong Duan OffRL 27 152 0 21 Mar 2020
Deep Learning for Financial Applications : A Survey A. Ozbayoglu M. U. Gudelek Omer Berat Sezer AIFin AI4CE 47 385 0 09 Feb 2020
Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines David Zhao Alessandro Rinaldo C. Brookins 14 8 0 26 Nov 2019
Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning Wonsup Shin Seok-Jun Bu Sung-Bae Cho AIFin 11 13 0 07 Sep 2019
Dreaming machine learning: Lipschitz extensions for reinforcement learning on financial markets J. Calabuig H. Falciani E. A. Sánchez-Pérez 18 26 0 09 Jul 2019
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 57 1,424 0 18 Oct 2018
Anticipating cryptocurrency prices using machine learning Laura Alessandretti Abeer ElBahrawy L. Aiello Andrea Baronchelli 10 167 0 22 May 2018
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem Zhengyao Jiang Dixing Xu Jinjun Liang OOD 13 344 0 30 Jun 2017