Computer vision, Intelligence, Artificial intelligence, Psychology, Artificial neural network, First-person shooter

Using Unity to Help Solve Intelligence

On Nov 19, 2020
@DeepMind shared
Our researchers want to create agents that can achieve goals in a wide range of environments. See how they use @Unity3d to construct diverse simulated worlds - providing environments in which multiple simultaneous agents can pursue separate goals: https://t.co/y77fKsoA9Z https://t.co/0jKpBhxF6X
Open

We present details of how we use the game engine Unity to create diverse, complex, virtual simulations to evaluate the progress of our agents.

deepmind.com
On Nov 19, 2020
@DeepMind shared
Our researchers want to create agents that can achieve goals in a wide range of environments. See how they use @Unity3d to construct diverse simulated worlds - providing environments in which multiple simultaneous agents can pursue separate goals: https://t.co/y77fKsoA9Z https://t.co/0jKpBhxF6X
Open

Using Unity to Help Solve Intelligence

Using Unity to Help Solve Intelligence

We present details of how we use the game engine Unity to create diverse, complex, virtual simulations to evaluate the progress of our agents.

MiniWorld: A VizDoom Alternative for OpenAI Gym

MiniWorld: A VizDoom Alternative for OpenAI Gym

VizDoom and DMLab are two 3D simulated environments commonly used in the reinforcement learning community. VizDoom is based on the original Doom game, and DMLab is based on the Quake 3 game ...

Top 10 Reinforcement Learning Platforms Developers Must Know

Top 10 Reinforcement Learning Platforms Developers Must Know

Reinforcement Learning typically refers to goal-oriented algorithms that learn how to attain complex objectives with superhuman performance.

How video game engines help create smarter AI

How video game engines help create smarter AI

At VentureBeat's Transform 2019 conference, game engine maker Unity Technologies talked about how video games can help advance AI research.

Compute Goes Brrr: Revisiting Sutton’s Bitter Lesson for Artificial Intelligence

Compute Goes Brrr: Revisiting Sutton’s Bitter Lesson for Artificial Intelligence

in this article, revisit Sutton's Bitter Lesson for artificial intelligence.

What is artificial narrow intelligence (ANI)?

What is artificial narrow intelligence (ANI)?

Narrow AI is very good at solving specific problems, but they fall short of fulfilling the requirements for human-level AI.

Deepmind’s Gaming Streak: The Rise of AI Dominance

Deepmind’s Gaming Streak: The Rise of AI Dominance

There is still a long way to go before machine agents match overall human gaming prowess, but Deepmind’s gaming research focus has shown a clear progression of substantial progress.

UKtech50 2019 winner: Demis Hassabis, co-founder and CEO, DeepMind

UKtech50 2019 winner: Demis Hassabis, co-founder and CEO, DeepMind

DeepMind founder and chief executive, Demis Hassabis, is at the centre of an emerging world order where artificial intelligence (AI) will impact every job, industry and country.

The state of AI in 2019: Breakthroughs in machine learning, natural language processing, games, and knowledge graphs

The state of AI in 2019: Breakthroughs in machine learning, natural language processing, games, and knowledge graphs

Key areas covered are reinforcement learning, applications in games and future directions, natural language processing breakthroughs, deep learning in medicine, and AutoML. ZDNet YouTube ...

DeepMind's AI gamer is a better teammate than human players

DeepMind's AI gamer is a better teammate than human players

DeepMind’s new gaming AI has learned to play Quake III Arena cooperatively with teammates, and performs better than human players

A Retrospective on Community-Created Esports

A Retrospective on Community-Created Esports

One of the questions our writers and staff at The Esports Observer hear the most is “what is going to

AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning

AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning

We research and build safe AI systems that learn how to solve problems and advance scientific discovery for all. Explore our work: deepmind.com/research

Why Games for AI?

Why Games for AI?

Extracts from my paper Collaborative Artificial Intelligence submitted (due for submission) to the 15th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment ...

The AI boom is happening all over the world, and it’s accelerating quickly

The AI boom is happening all over the world, and it’s accelerating quickly

The second annual AI Index report pulls together data and expert findings on the field’s progress and acceleration.

DeepMind AI Reaches 'Human-Level Performance' In Modded 'Quake Arena III'

DeepMind AI Reaches 'Human-Level Performance' In Modded 'Quake Arena III'

Video games can teach AI about more than fragging, like how to cooperate and win.