IEEE

Transfer Learning-Based Channel Estimation Supported by FPGA Dynamic Reconfiguration

Abstract: This letter presents a novel framework for deploying transfer learning (TL) at the network edge using field-programmable gate array (FPGA) partial reconfiguration. While deep learning (DL) ...
IEEE

A Data-Efficient Deep Reinforcement Learning Algorithm and FPGA Accelerator for Real-Time Robot Motion Control Applications

Abstract: Deep reinforcement learning (DRL) has revolutionized end-to-end self-learning in most AI tasks, but existing algorithms like Proximal Policy Optimization (PPO) suffer from data inefficiency ...
Reuters

Musk's X to open source new algorithm in seven days

Jan 10 (Reuters) - Elon Musk said on Saturday that social media platform X will open to the public its new algorithm, including all code for organic and advertising post recommendations, in seven days ...
The Verge

Musk says he’s going to open-source the new X algorithm next week

He open-sourced Twitter’s algorithm back in 2023, but then never updated the GitHub. He open-sourced Twitter’s algorithm back in 2023, but then never updated the GitHub. is the Verge’s weekend editor.
EurekAlert!

Clearing the 'traffic jam' in nuclear detection: fast FPGA algorithm enhances neutron-gamma discrimination

To accurately capture and analyze nuclear signals in high-flux environments, researchers have implemented a sophisticated digital processing pipeline on a Field Programmable Gate Array (FPGA). The ...
GitHub

Demystifying Reinforcement Learning in Agentic Reasoning

An overview of our research on agentic RL. In this work, we systematically investigate three dimensions of agentic RL: data, algorithms, and reasoning modes. Our findings reveal: Real end-to-end ...
Wired

AI Models Are Starting to Learn by Asking Themselves Questions

An AI model that learns without human input—by posing interesting queries for itself—might point the way to superintelligence. Save this story Save this story Even the smartest artificial intelligence ...