Proximal Policy Optimization (PPO)

12 Posts

Coordinating Robot Limbs: Machine learning improves robot dog reaction time.
Proximal Policy Optimization (PPO)

Coordinating Robot Limbs: Machine learning improves robot dog reaction time.

A dog doesn’t think twice about fetching a tennis ball, but an autonomous robot typically suffers from delays between perception and action. A new machine-learning model helped a quadruped robot coordinate its sensors and actuators.

March 9, 20222 min read
Coordinating Robot Limbs: Machine learning improves robot dog reaction time.
Proximal Policy Optimization (PPO)

Coordinating Robot Limbs: Machine learning improves robot dog reaction time.

A dog doesn’t think twice about fetching a tennis ball, but an autonomous robot typically suffers from delays between perception and action. A new machine-learning model helped a quadruped robot coordinate its sensors and actuators.

March 9, 20222 min read
Tax Relief the AI Way: AI Economist creates optimal tax rate.
Proximal Policy Optimization (PPO)

Tax Relief the AI Way: AI Economist creates optimal tax rate.

Nothing is certain except death and taxes, the saying goes — but how to make taxes fair and beneficial remains an open question. New research aims to answer it.

January 5, 20222 min read
Tax Relief the AI Way: AI Economist creates optimal tax rate.
Proximal Policy Optimization (PPO)

Tax Relief the AI Way: AI Economist creates optimal tax rate.

Nothing is certain except death and taxes, the saying goes — but how to make taxes fair and beneficial remains an open question. New research aims to answer it.

January 5, 20222 min read
Finding Useful Points in Space: Keypoint3D Helps Robots Locate Spatial Coordinates
Proximal Policy Optimization (PPO)

Finding Useful Points in Space: Keypoint3D Helps Robots Locate Spatial Coordinates

A new machine learning method aims to improve a machine’s ability to determine and locate points of interest.

November 10, 20212 min read
Finding Useful Points in Space: Keypoint3D Helps Robots Locate Spatial Coordinates
Proximal Policy Optimization (PPO)

Finding Useful Points in Space: Keypoint3D Helps Robots Locate Spatial Coordinates

A new machine learning method aims to improve a machine’s ability to determine and locate points of interest.

November 10, 20212 min read
It’s a Small World Model After All: More efficient world models for reinforcement learning
Proximal Policy Optimization (PPO)

It’s a Small World Model After All: More efficient world models for reinforcement learning

World models, which learn a compressed representation of a dynamic environment like, say, a video game, have delivered top results in reinforcement learning. A new method makes them much smaller.

January 13, 20212 min read
It’s a Small World Model After All: More efficient world models for reinforcement learning
Proximal Policy Optimization (PPO)

It’s a Small World Model After All: More efficient world models for reinforcement learning

World models, which learn a compressed representation of a dynamic environment like, say, a video game, have delivered top results in reinforcement learning. A new method makes them much smaller.

January 13, 20212 min read
RL Agents SOS!: Inside Agence, a reinforcement learning video game.
Proximal Policy Optimization (PPO)

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.
Proximal Policy Optimization (PPO)

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
Get Your Kicks With DRL
Proximal Policy Optimization (PPO)

Get Your Kicks With DRL

Researchers typically test deep reinforcement learning algorithms on games from Space Invaders to StarCraft. The Google Brain team in Zurich adds another option: football, also known as soccer.

August 28, 20192 min read
Get Your Kicks With DRL
Proximal Policy Optimization (PPO)

Get Your Kicks With DRL

Researchers typically test deep reinforcement learning algorithms on games from Space Invaders to StarCraft. The Google Brain team in Zurich adds another option: football, also known as soccer.

August 28, 20192 min read

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