Physics Simulations Streamlined: Using neural networks to speed up physics simulations
Simulation

Physics Simulations Streamlined: Using neural networks to speed up physics simulations

Computer simulations do a good job of modeling physical systems from traffic patterns to rocket engines, but they can take a long time to run. New work takes advantage of deep learning to speed them up.

December 16, 20202 min read
Physics Simulations Streamlined: Using neural networks to speed up physics simulations
Simulation

Physics Simulations Streamlined: Using neural networks to speed up physics simulations

Computer simulations do a good job of modeling physical systems from traffic patterns to rocket engines, but they can take a long time to run. New work takes advantage of deep learning to speed them up.

December 16, 20202 min read
How to Drive a Balloon: How high-altitude balloons navigate using AI.
Simulation

How to Drive a Balloon: How high-altitude balloons navigate using AI.

Helium balloons that beam internet service to hard-to-serve areas are using AI to navigate amid high-altitude winds. Loon, the Alphabet division that provides wireless internet via polyethylene blimps.

December 9, 20202 min read
How to Drive a Balloon: How high-altitude balloons navigate using AI.
Simulation

How to Drive a Balloon: How high-altitude balloons navigate using AI.

Helium balloons that beam internet service to hard-to-serve areas are using AI to navigate amid high-altitude winds. Loon, the Alphabet division that provides wireless internet via polyethylene blimps.

December 9, 20202 min read
Phantom Menace: Fighter pilot trains against augmented reality jet.
Simulation

Phantom Menace: Fighter pilot trains against augmented reality jet.

A fighter pilot battled a true-to-life virtual enemy in midair. In the skies over southern California, an airman pitted his dogfighting skills against an AI-controlled opponent that was projected onto his augmented-reality visor.

December 2, 20202 min read
Phantom Menace: Fighter pilot trains against augmented reality jet.
Simulation

Phantom Menace: Fighter pilot trains against augmented reality jet.

A fighter pilot battled a true-to-life virtual enemy in midair. In the skies over southern California, an airman pitted his dogfighting skills against an AI-controlled opponent that was projected onto his augmented-reality visor.

December 2, 20202 min read
Life Is Easier for Big Networks: Neural networks learn better with more parameters.
Simulation

Life Is Easier for Big Networks: Neural networks learn better with more parameters.

According to the lottery ticket hypothesis, the bigger the neural network, the more likely some of its weights are initialized to values that are well suited to learning to perform the task at hand. But just how big does it need to be?

November 4, 20202 min read
Life Is Easier for Big Networks: Neural networks learn better with more parameters.
Simulation

Life Is Easier for Big Networks: Neural networks learn better with more parameters.

According to the lottery ticket hypothesis, the bigger the neural network, the more likely some of its weights are initialized to values that are well suited to learning to perform the task at hand. But just how big does it need to be?

November 4, 20202 min read
RL Agents SOS!: Inside Agence, a reinforcement learning video game.
Simulation

RL Agents SOS!: Inside Agence, a reinforcement learning video game.

A new multimedia experience lets audience members help artificially intelligent creatures work together to survive. Agence, an interactive virtual reality (VR) project blends audience participation with reinforcement learning to create an experience that’s half film, half video game.

October 21, 20202 min read
RL Agents SOS!: Inside Agence, a reinforcement learning video game.
Simulation

RL Agents SOS!: Inside Agence, a reinforcement learning video game.

A new multimedia experience lets audience members help artificially intelligent creatures work together to survive. Agence, an interactive virtual reality (VR) project blends audience participation with reinforcement learning to create an experience that’s half film, half video game.

October 21, 20202 min read
Prelude to a Quake?
Simulation

Prelude to a Quake?

Geologists call them slow slips: deep, low-frequency earthquakes that can last a month but have little effect on the surface. A model trained to predict such events could help with forecasting potentially catastrophic quakes.

October 2, 20201 min read
Prelude to a Quake?
Simulation

Prelude to a Quake?

Geologists call them slow slips: deep, low-frequency earthquakes that can last a month but have little effect on the surface. A model trained to predict such events could help with forecasting potentially catastrophic quakes.

October 2, 20201 min read
Chess: The Next Move: Chess masters use AI to test variants of the game.
Simulation

Chess: The Next Move: Chess masters use AI to test variants of the game.

AI has humbled human chess masters. Now it’s helping them take the game to the next level. DeepMind and retired chess champion Vladimir Kramnik trained AlphaZero, a reinforcement learning model that bested human experts in chess, Go, and Shogi, to play-test changes in the rules.

September 16, 20201 min read
Chess: The Next Move: Chess masters use AI to test variants of the game.
Simulation

Chess: The Next Move: Chess masters use AI to test variants of the game.

AI has humbled human chess masters. Now it’s helping them take the game to the next level. DeepMind and retired chess champion Vladimir Kramnik trained AlphaZero, a reinforcement learning model that bested human experts in chess, Go, and Shogi, to play-test changes in the rules.

September 16, 20201 min read
Wimbledon in a Box: Generative AI technique creates imaginary tennis matches.
Simulation

Wimbledon in a Box: Generative AI technique creates imaginary tennis matches.

Covid shut down the tennis tournament at Wimbledon this year, but a new model simulates showdowns between the sport’s greatest players. Stanford researchers developed Vid2Player, a system that simulates the footwork, positioning, and strokes of tennis pros like Roger Federer.

September 2, 20201 min read

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