Improving A Sequence To Sequence Nlp Model Using A Reinforcement Learning Policy Algorithm

Improving

Seminarist: Ivan Nasonov Topic: Self-critical

The professional version of this graduate course, XCS224N Natural Language Processing

Content from Chapter 26 of Exploring

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How does

Reinforcement Learning

Have uh we have maybe gru or rnn cells and then this will generate a representation and then this will create a

Sequence

In this video I read through and do a paper summary of one of the first Seq2Seq papers, specifically "

A deep dive into the seminal 2014 paper by Sutskever, Vinyals, and Le that introduced the encoder-decoder LSTM architecture for ...

Overview of the lecture.

Review of Recurrent Neural Networks and motivation for more flexible

In this video, we introduce the basics of how Neural Networks translate one language, like English, to another, like Spanish.

The Encoder-Decoder

Machine Translation Using Reinforcement Learning

https://keras.io/examples/

It seems to be performing right the

This lecture (by Brendon Boldt) for CMU CS 11-711, Advanced

Reinforcement Learning