Search Results for author: Pratyush Muthukumar

Found 2 papers, 0 papers with code

Generative Adversarial Imitation Learning for Empathy-based AI

no code implementations27 May 2021 Pratyush Muthukumar, Karishma Muthukumar, Deepan Muthirayan, Pramod Khargonekar

Generative adversarial imitation learning (GAIL) is a model-free algorithm that has been shown to provide strong results in imitating complex behaviors in high-dimensional environments.

Imitation Learning Language Modelling +3

A Stochastic Time Series Model for Predicting Financial Trends using NLP

no code implementations2 Feb 2021 Pratyush Muthukumar, Jie Zhong

We propose a novel deep learning model called ST-GAN, or Stochastic Time-series Generative Adversarial Network, that analyzes both financial news texts and financial numerical data to predict stock trends.

Sentiment Analysis Time Series

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