RLib

November 14, 2019 What is Ray Ray (Github, Documentation) is a fast and simple framework for building and running distributed applications in Python. Ray is packaged with the following libraries for accelerating machine learning workloads:…

Open Questions in Artificial Life

Following are some of the listed open problems in the field of Artificial Life broadly classified into three main categories- How does life arise from the nonliving? Generate a molecular proto-organism in vitro. Achieve the…

Why Games for AI?

Extracts from my paper Collaborative Artificial Intelligence due for submission to the The Genetic and Evolutionary Computation Conference (GECCO) 2020 @ Cancun. The full-paper would be available after submission. What is Intelligence? Intelligence is a…

Random

Personal Branding for Data Scientists and AI Engineers – collaborative effort with Alisha S. (Head of Content, Radix) and Stuti Verma (Software Engineer, Incedo Inc.) Notes on Multidisciplinary Design Optimization Some thoughts on How to…

Building TensorLayer

As we are moving towards the next leap in deep learning, there has been a lot of progress on the engineering front, esp the framework front. Within the past few years, we have seen a…

Advice to the Young Minds

I decided to answer some of the questions I frequently get asked, here, in a single post. “Hello, here is my profile and I admire your work in so and so. I was wondering if…

How to develop AGI?

Over the past few years, the majority of AGI progress has been aligned towards building smart agents that could outperform humans. This progress has been simulated on by creating various gameplays – IBM’s Chess Player,…