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…

Classifying Hand-Written Digits

Hand-Written Digit Classification is an interesting problem and you might know why- This is an image classification problem. The search domain for this is pretty limited i.e. the digits can only range from 0-9. We…

Collaborative Agents

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…

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…

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,…