Jay van Zyl @ ecosystem.Ai

Jay van Zyl @ ecosystem.Ai

Predictive technology: computational social science

90064 Los Angeles, CA United States

Better Banking with help of Analytics and Machine learning

In 2015, I was working at Diebold where we build ATM machine hardware and software and complete ecosystem around the ATM. When we talk about ATM machine, it is a collection of very complex small hardware which collectively performs tasks. And typically, when we think ATM is only used for cash withdraw and that is not true. When we talk about ATM it is a Bank branch itself. You can deposit cash, withdraw cash, deposit cheques. And Whatever we can do in the branch we can do with…

Alec Radford Filip Wolski John Schulman Oleg Klimov Prafulla Dhariwal

Proximal Policy Optimization

We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.

Alec Radford Filip Wolski John Schulman Oleg Klimov Prafulla Dhariwal

Proximal Policy Optimization

We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.

PPO

Uncategorized

Artificial intelligence suggests recipes based on food photos

Given a still image of a dish filled with food, CSAIL team’s deep-learning algorithm recommends ingredients and recipes.

Research

Agents that imagine and plan

Imagining the consequences of your actions before you take them is a powerful tool of human cognition. When placing a glass on the edge of a table, for example, we will likely pause to consider how stable it is and whether it might fall. On the basis o…

Uncategorized

Bringing neural networks to cellphones

Method for modeling neural networks’ power consumption could help make the systems portable.

90064 Los Angeles, CA United States

Better healthcare with machine learning

I was traveling to a remote area in India couple of weeks ago. And I visited a govt hospital to see someone I know. As we all know the pathetic condition of govt hospitals in India especially in a remote area.

One of the issues is the availability of doctors and medical equipment.

The employment of doctors is based on the population of an area and finding specialists like cardiologists, nephrologist, pediatrics, etc is next to impossible.

I work as a software engineer…

Anish Athalye

Robust Adversarial Examples

We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenges a claim from last week that self-driving cars would be hard to trick maliciously since they capture images from multiple scales, angles, perspectives, and the like.


*This innocuous kitten photo, printed on

Anish Athalye

Robust Adversarial Examples

We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenges a claim from last week that self-driving cars would be hard to trick maliciously since they capture images from multiple scales, angles, perspectives, and the like.


*This innocuous kitten photo, printed on