Articles (Installs / Study / Technical)

Technical topics:

1. DDP: A good read for DDP
2. Policy Gradient Algorithms: A good read for Policy Gradient Algos
3. Reinforcement Learning Resources: A list of resources for studying Reinforcement Learning
4. What are Diffusion Models?

Study:

1. How to read Research Papers?
   • How to read a research paper by Andrew NG: Video / Notes
   • How to Read a Paper by S. Keshav: PDF
   • How to read a paper: LinkedIn Post
   • Useful Resources by Ness B Shroff, on PhD and writing papers: Webpage
2. How to organize research papers?
   • How to find, read and organize papers by Maya Gosztyla: Article
3. How to setup and run your research Lab?
   • A guide to setting up and managing a lab at a research-intensive institution : [Article]

Stories of Science:

1. Steven LaValle: Motivating story of Steven LaValle, who gave the RRT algorithm.
2. Shuji Nakamura: Invention of Blue LED: Documentary about the invention of blue LED, which eventually led to a Nobel Prize in physics, one of the few for engineering efforts.
3. The Value of Science: Richard P. Feynman: An article on why science and the scientific method are important, is it just a tool for the betterment of society or is it much more?

Resource Websites:

1. List of useful resources: Aditya Mehrotra, MIT D-lab
2. StePhane Caron
3. Usefull Resources: Xiaobin Xiong

Software installations:

1. Installing Anaconda on Ubuntu 22.04
2. Installing Anaconda on Ubuntu 18.04