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Curriculum Learning With Unity ML-Agents

Towards Data Science

Curriculum Learning With Unity ML-Agents.

Applying Curriculum Learning to Medical Images

Towards Data Science

General Overview. In this study, I worked with a team of researchers to apply curriculum learning to improve the accuracy of a deep learning model for classifying colorectal cancer images. The full…

Transfer Learning

Analytics Vidhya

As humans growing and learning in day-to-day activities right from childhood. As humans acquire knowledge by learning one task. By using the same knowledge we tend to solve the related task. Say in…

Learning from Learned

Becoming Human: Artificial Intelligence Magazine

I have just become a Ph.D student since April, so it seems a good opportunity (or maybe mandatory) for me to consider my new research direction in the Ph.D course. While thinking about the new ideas…

All You Need to Know about In-Context Learning

Towards Data Science

“For me context is the key — from that comes the understanding of everything.” — Kenneth Noland In-context learning (ICL) is one of the most surprising model skills. Observed with GPT-3 it caught the ...

Curriculum Learning and Symbolic Mathematics

Towards AI

We can think of the humongous field of deep learning as the Earth’s crust, floating on a mantle of mathematical and algorithmic understanding. It is a vast sphere of knowledge that is divided into…

Supervised Learning

Analytics Vidhya

As the name suggests, this type of learning algorithms needed a supervisor, while training for a particular task. Many of us apply some supervised learning algorithms unknowingly. Like It is used in…

Reinforcement Learning

Towards Data Science

This literature review focusses on the Historic, Modern and Future developments of Reinforcement Learning.

Reinforcement Learning

Towards Data Science

Reinforcement learning(RL) is a type of deep learning that has been receiving a lot of attention in the past few years. It is useful for the situations we want to train AI for certain skills we don’t…...

Reinforcement Learning

Analytics Vidhya

In machine learning, there have main three areas. Supervised learning, unsupervised learning and reinforcement leaning. Reinforcement learning gives solutions for various kind of planning and control…...

Meta-Learning: Learning to Learn

Towards Data Science

In order to successfully understand and study new concepts or views, people generally use one example in their commonplace. For instance, children who have seen butterflies and ants a few times can…