Unite.AI

The End of Tabula Rasa: How Pre-Trained World Models are Redefining Reinforcement Learning

For a long time, the core idea in reinforcement learning (RL) was that AI agents should learn every new task from scratch, like a blank slate. This "tabula rasa" approach led to amazing achievements, ...
IEEE

Solar Panel Dust Detection Using Deep Learning Model

Abstract: Accurate detection of dust particles on solar panels is essential for guaranteeing their maximum efficiency and longevity. Dust deposition can significantly impede the amount of radiation ...
Tech Xplore

DeepMind introduces AI agent that learns to complete various tasks in a scalable world model

Over the past decade, deep learning has transformed how artificial intelligence (AI) agents perceive and act in digital ...
eWeek

DeepSeek Unveils OCR System That Shrinks AI Contexts Tenfold

DeepSeek-OCR compresses long contexts up to 10× with 97% precision, scales to millions of pages per day, and is open source for more efficient LLMs.
IEEE

Parameter-Free Deep Multi-Modal Clustering With Reliable Contrastive Learning

Abstract: Deep multi-modal clustering (DMC) expects to improve clustering performance by exploiting abundant information available from multiple modalities. However, different modalities usually have ...