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Deep Direct Reinforcement Learning for Financial Signal Representation and Trading.
Yue Deng
Feng Bao
Youyong Kong
Zhiquan Ren
Qionghai Dai
Published in:
IEEE Trans. Neural Networks Learn. Syst. (2017)
Keyphrases
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reinforcement learning
financial markets
image representation
frequency domain
reinforcement learning algorithms
trading systems
learning algorithm
multiscale
long term
dynamic programming
signal processing
high frequency
markov decision processes
function approximation