An enhanced asynchronous actor-critic framework trained in simulation and on a physical mobile robot showed faster ...

If you have ever written reinforcement learning code, you have almost certainly tried this. You scale the reward by a factor of 10, expecting that learning will become 10 times faster.But what is the ...

Researchers in China have developed an improved deep reinforcement learning framework that jointly optimizes trajectory ...

Up to 80% lower training costs compared to traditional cloud-based reinforcement learning. State-of-the-art performance achieved without relying exclusively on centralized data centers. More ...

Reinforcement learning (RL) is a machine learning training method that trains software to make certain desired actions. Reinforcement learning is based on rewarding desired behaviors and punishing ...