Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2016.2522401 ◽

2017 ◽

Vol 28 (3) ◽

pp. 653-664 ◽

Author(s):

Yue Deng ◽

Feng Bao ◽

Youyong Kong ◽

Zhiquan Ren ◽

Qionghai Dai

Keyword(s):

Reinforcement Learning ◽

Signal Representation ◽

Direct Reinforcement

Download Full-text

Direct Reinforcement Learning for Autonomous Power Configuration and Control in Wireless Networks

2009 NASA/ESA Conference on Adaptive Hardware and Systems ◽

10.1109/ahs.2009.50 ◽

2009 ◽

Author(s):

Adrian Udenze ◽

Klaus McDonald-Maier

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Direct Reinforcement ◽

And Control ◽

Power Configuration

Download Full-text

Skillful control under uncertainty via direct reinforcement learning

Robotics and Autonomous Systems ◽

10.1016/0921-8890(95)00006-2 ◽

1995 ◽

Vol 15 (4) ◽

pp. 237-246 ◽

Author(s):

Vijaykumar Gullapalli

Keyword(s):

Reinforcement Learning ◽

Control Under Uncertainty ◽

Direct Reinforcement

Download Full-text

DIRECT REINFORCEMENT LEARNING CONTROL OF NONLINEAR SYSTEMS

High-Level Feedback Control with Neural Networks - World Scientific Series in Robotics and Intelligent Systems ◽

10.1142/9789812816542_0006 ◽

1998 ◽

pp. 96-114

Keyword(s):

Reinforcement Learning ◽

Nonlinear Systems ◽

Learning Control ◽

Direct Reinforcement

Download Full-text

Direct reinforcement learning, spike time dependent plasticity and the BCM rule

BMC Neuroscience ◽

10.1186/1471-2202-8-s2-p197 ◽

2007 ◽

Vol 8 (S2) ◽

Author(s):

Dorit Barash ◽

Ron Meir

Keyword(s):

Reinforcement Learning ◽

Time Dependent ◽

Dependent Plasticity ◽

Direct Reinforcement ◽

Spike Time Dependent Plasticity

Download Full-text

Forecasting series-based stock price data using direct reinforcement learning

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1380088 ◽

2005 ◽

Author(s):

Hailin Li ◽

C.H. Dagli ◽

D. Enke

Keyword(s):

Reinforcement Learning ◽

Stock Price ◽

Direct Reinforcement

Download Full-text

Towards Finite-Sample Convergence of Direct Reinforcement Learning

Machine Learning: ECML 2005 - Lecture Notes in Computer Science ◽

10.1007/11564096_25 ◽

2005 ◽

pp. 230-241 ◽

Author(s):

Shiau Hong Lim ◽

Gerald DeJong

Keyword(s):

Reinforcement Learning ◽

Finite Sample ◽

Direct Reinforcement

Download Full-text

Time-driven feature-aware jointly deep reinforcement learning for financial signal representation and algorithmic trading

Expert Systems with Applications ◽

10.1016/j.eswa.2019.112872 ◽

2020 ◽

Vol 140 ◽

pp. 112872 ◽

Author(s):

Kai Lei ◽

Bing Zhang ◽

Yu Li ◽

Min Yang ◽

Ying Shen

Keyword(s):

Reinforcement Learning ◽

Algorithmic Trading ◽

Signal Representation

Download Full-text

Biological plausible goal-directed navigation model based on direct reinforcement learning algorithm

Scientia Sinica Informationis ◽

10.1360/n112015-00217 ◽

2016 ◽

Vol 46 (3) ◽

pp. 325-337

Author(s):

Ti LI ◽

Naigong YU ◽

Lue FANG

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Model Based ◽

Direct Reinforcement ◽

Reinforcement Learning Algorithm

Download Full-text

Supplemental Material for Reconciling Reinforcement Learning Models With Behavioral Extinction and Renewal: Implications for Addiction, Relapse, and Problem Gambling

Psychological Review ◽

10.1037/0033-295x.114.3.784.supp ◽

2007 ◽

Keyword(s):

Reinforcement Learning ◽

Problem Gambling ◽

Learning Models ◽

Behavioral Extinction ◽

Reinforcement Learning Models

Download Full-text

Bayes factors for reinforcement-learning models of the Iowa gambling task.

Decision ◽

10.1037/dec0000040 ◽

2016 ◽

Vol 3 (2) ◽

pp. 115-131 ◽

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Bayes Factors ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

Download Full-text