Recently, Efort (688165) has achieved another success in the field of innovation by obtaining an invention patent titled "A Control Method for Snake Robots Based on Reinforcement Learning." According ...

In August 2025, Shanghai Hong Yichang Industrial Co., Ltd. applied for a patent titled "Robot Decision-Making Method Based on Deep Reinforcement Learning." This move indicates that deep reinforcement ...

Deepreinforcement learning has disadvantages such as low sample utilization and slow convergence, and thousandsof trial-and-error iterations are required to perform ...

Reinforcement learning (RL) is transforming the way robots interact with the world. Unlike traditional programming or supervised learning, which depend on pre-defined ...

A team has shown that reinforcement learning -i.e., a neural network that learns the best action to perform at each moment based on a series of rewards- allows autonomous vehicles and underwater ...

Progress in self-­driving cars and other forms of automation will slow dramatically unless machines can hone skills through experience. Inside a simple computer simulation, a group of self-driving ...

If you’ve ever taught a dog to sit or shake, you’re familiar with the concept of reinforcement learning. Positive reinforcement is when an animal—or a child, if you’re lucky—learns a desired behavior ...