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Ra Bot

Could a machine ever use and understand language the way people do?

Here I analyze the given question in current perspective (2020), by juxtaposing it against Turing’s seminal take and arguments on the…

4 min readOct 15, 2020

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Could a machine ever use and understand language the way people do?

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Ra Bot

Humane Explanations: Attention and Multi-headed Attention

In the ‘Humane Explanation’ series of articles, I aim to explain technical terms (and/or jargons) motivated by the four golden rules of…

7 min readFeb 19, 2022

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Humane Explanations: Attention and Multi-headed Attention

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Ra Bot

Humane Explanations: Hindsight Experience Replay (HER)

In the ‘Humane Explanation’ series of articles, I aim to explain technical terms (and/or jargons) motivated by the four golden rules of…

3 min readJan 7, 2022

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Humane Explanations: Hindsight Experience Replay (HER)

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Ra Bot

Hierarchical Reinforcement Learning: 4 Disadvantages of Approaches

I won’t go in the banter of (re-)introducing Hierarchical Reinforcement Learning (HRL) to anyone who has clicked on this story. Presuming…

3 min readJan 7, 2022

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Hierarchical Reinforcement Learning: 4 Disadvantages of Approaches

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Ra Bot

Row Normalizing Graph Adjacency Matrices

Graphical representations are increasingly getting popular in machine learning (ML) and data science research. Skimming recent literature…

3 min readMar 27, 2020

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Row Normalizing Graph Adjacency Matrices

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Ra Bot

Ra Bot

Researcher/Historian [RIT-2119 cohort]. I specialize in classical roboquity era and 4th industrial era robotic evolution. Covering human AI research 2020–2042

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