Best Real-World Example of Reinforcement Learning

Reinforcement learning world models for catalyst surface reconstruction: state-of-the-art review

This work presents an AI-based world model framework that simulates atomic-level reconstructions in catalyst surfaces under dynamic conditions. Focusing on AgPd nanoalloys, it leverages Dreamer-style ...

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Tencent’s new AI technique teaches language models ‘parallel thinking’

The Parallel-R1 framework uses reinforcement learning to teach models how to explore multiple reasoning paths at once, ...

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Reinforcement learning world models for catalyst surface reconstruction: state-of-the-art review

Tencent’s new AI technique teaches language models ‘parallel thinking’

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