SIMA generalist AI agent for 3D virtual environments
Deep Mind,
Introducing SIMA, a Scalable Instructable Multiworld Agent
Introducing SIMA, a Scalable Instructable Multiworld Agent
Gender equality has been a longstanding goal in education, but humans’ gender-biased beliefs and actions make it an elusive…
Autonomous Robotics in the Era of Large Multimodal ModelsImage created by author using DALL-E 3.In my recent work on Multiformer…
Many RL problems have hierarchical tree-like nature. Hyperbolic geometry offers a powerful prior for such problems.Continue…
mdpi.com - Chemical synthesis is state-of-the-art, and, therefore, it is generally based on chemical intuition or experience of…
nature.com - Deep generative neural networks have been used increasingly in computational chemistry for de novo design of…
How can a probabilistic generative model of data be learned in a neurobiologically-plausible fashion without the popular…
While engineering, finance, and commerce have profited immensely from novel algorithms, they are not the only ones. Large-scale…
A raw portrayal of what it’s like to implement this reinforcement learning algorithm from scratchDeep learning researchers tend…
Posted by Danijar Hafner, Student Researcher, Google Research Deep reinforcement learning (RL) enables artificial agents to…
In 2016, we introduced AlphaGo, the first artificial intelligence (AI) program to defeat humans at the ancient game of Go. Two…
Planning winning strategies in unknown environments is a step forward in the pursuit of general-purpose algorithms.
A discussion on the techniques used to inject stochasticity in the ALE and Open AI Gym.Image by authorAbstractGoogle Deepmind…
The new reinforcement learning agent innovates over previous architectures achieving one of the most important milestones in…
The Atari57 suite of games is a long-standing benchmark to gauge agent performance across a wide range of tasks. We’ve…
DQN and Double DQN models. In these models, comparing two interrelated neural networks is crucial.Continue reading on Towards…
Learning and motivation are driven by internal and external rewards. Many of our day-to-day behaviours are guided by predicting…
Intrinsic motivation as a key ingredient in human and artificial…
Our waking and sleeping lives are punctuated by fragments of recalled memories: a sudden connection in the shower between…
Kamil Rocki was inspired by the 2016 paper from Google Deepmind researchers explaining how they used machine learning to…
Machine learning algorithms are able to dominate humans at our toughest board games, our classic video games, and even some…
An illustrated overview of how our brains (might) think — the fascinating intuition of the generative predictive model“Perception…
Throughout May, there were many discussions and reports about the current uses and future possibilities of artificial…
From time to time, the Singularity Hub editorial team unearths a gem from the archives and wants to share it all over again. It's…
Researchers have devised a system that can learn sophisticated tasks, like figuring out where in the heck you are.Continue…
How do intelligent minds learn? Consider a toddler navigating her day, bombarded by a kaleidoscope of experiences. How does her…
Go game image courtesy of Jaro Larnnos under a Creative Commons…
By Katie L. Strong, PhD In a quiet room in a London office building, artificial intelligence history was made last October as…
Google Deepmind announced last week that it created an AI that can play professional-level Go. The game of Go has always been…
(credit: iStock) By Richard…
HAL 9000 in the film 2001. The concept of inhuman intelligence goes back to the deep prehistory of mankind. At first…
In the last few decades, we have witnessed major technological innovations such as personal computers and the internet finally…
The co-founder of Google’s artificial intelligence company has said that we need counter possible problems of artificial…
by Ali Minai Artificial Intelligence is on everyone's mind. The message from a whole panel of luminaries – Stephen Hawking…
Natalie Wolchover in Wired: IN JANUARY, THE British-American computer scientist Stuart Russell drafted and became the first…
Increasingly rapid advances in AI have given Stuart Russell's concerns heightened urgency. The post This Artificial…
By their second birthday, children are learning the names of things. What’s this? Cat. And this? Whale. Very good. What’s this…
Het is hét onderwerp van dystopische science fiction films als ‘Terminator’ en ‘I, Robot’: intelligente machines die in opstand…
One of the High Five papers this month finally describes HOW chameleons change color! Hint: They do not change color to match…
Wir beginnen in dieser Woche natürlich mit einem fast obligatorischen Tribut an Mr. Spock. Leonard Nimoy und die Enterprise…
В первый день весны мы обсуждаем последн
About a year ago, DeepMind was bought for half a billion dollars by Google for creating software that could learn to beat video…
INSIDE THE MACHINEBackground: This week we published a paper from Google’s DeepMind artificial intelligence team. They have…
In an old school gaming party to end all parties, Google's new deep Q-network (DQN) algorithm is likely to mop the floor with…
Think you’re good at classic arcade games such as Space Invaders, Breakout and Pong? Think again. In a groundbreaking paper…
Think you’re good at classic arcade games such as Space Invaders, Breakout and Pong? Think again. In a groundbreaking paper…
A complex artificial intelligence program developed by DeepMind, a London-based company which was acquired by Google last year…
Eu não sei vocês, mas eu estava bem curioso quando soube da aquisição da startup britânica DeepMind no ano passado por US$ ~400…
Technology Photo credit: Imagine a machine that can learn things from scratch, no pre-programmed rules. What…
A team of Google researchers has crafted an artificial intelligence algorithm capable of not just learning how to play and beat…
Performance of the DQN AI after 100 training episodes on the Atari game Breakout. The agent still makes clumsy mistakes. After…
Artificial intelligence, machines and software with the ability to think for themselves, can be used for a variety of…
Artificial intelligence, machines and software with the ability to think for themselves, can be used for a variety of…
Google Deepmind announced last week that it created an AI that can play professional-level Go. The game of Go has always been…