atari Archives - Cerenaut

New Ideas in Reinforcement Learning

by Yi-Ling Hwong
November 7, 2017February 25, 2018

Today’s blog post is about Reinforcement Learning (RL), a concept that is very relevant to Artificial General Intelligence. The goal of RL is to create an agent that can learn to behave optimally in an environment by observing the consequences – rewards – of its own actions. By incorporating deep… Read More »New Ideas in Reinforcement Learning

The Arcade Learning Environment – a test suite for AGI

by David Rawlinson
March 8, 2015November 20, 2017

This might be our new test suite for the algorithms! http://www.arcadelearningenvironment.org/ “The Arcade Learning Environment (ALE) is a simple object-oriented framework that allows researchers and hobbyists to develop AI agents for Atari 2600 games. It is built on top of the Atari 2600 emulator Stella and separates the details of… Read More »The Arcade Learning Environment – a test suite for AGI