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Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network
A lifelog is a kind of big data to analyze behavior patterns in the daily life of individuals collected from various smart de-vices.
Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning
The two primary goals of the portfolio management problem are maximizing profit and restrainting risk.
Mature GAIL: Imitation Learning for Low-level and High-dimensional Input using Global Encoder and Cost Transformation
In this paper, we propose a new algorithm based on the GAIL framework that includes a global encoder and the reward penalization mechanism.
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