I Read Andrew Ng's PhD Thesis

I Read Andrew Ng's PhD Thesis

Assessment

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Information Technology (IT), Architecture

University

Hard

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Jordan, a PhD student at MIT, reviews Andrew Ng's thesis on reinforcement learning. The video explores Ng's contributions to AI, including his work on Google Brain and Coursera. It delves into reinforcement learning concepts, Markov Decision Processes, shaping techniques, and the Pegasus method. The video also discusses the application of these concepts to autonomous helicopters. Jordan reflects on the accessibility of Ng's work and invites viewers to suggest other theses for review.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What does the term 'curse of dimensionality' refer to in the context of reinforcement learning?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How does Policy Search improve the efficiency of finding solutions in reinforcement learning?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What was the outcome of the autonomous helicopter project mentioned in the thesis?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What insights did the speaker gain from reading Andrew Ng's thesis?

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