Clustered Reinforcement Learning (CRL) gives AI a smarter, more human-like way to learn by grouping similar situations into ...

Reinforcement ... of machine learning that addresses problems where there is no explicit training data. Q-learning is an algorithm that can be used to solve some types of RL problems. In this article ...

Teaching AI to explore its surroundings is a bit like teaching a robot to find treasure in a vast maze—it needs to try different paths, but some lead nowhere. In many real-world challenges, like ...

Train neural networks to play video games, control AI agents and approach unsupervised learning problems using Python, Tensorflow and OpenAI Gym. The workshop is conceived to maximize the ...

Now, the team has unveiled new "reinforcement learning ... In a 3D maze environment called Labryinth, Google says the UNREAL agent was able to learn stages around ten times faster.