IEEE

Evolution-Guided Q-Learning With Dual Swarm Intelligence for Model-Free Optimal Control

Abstract: In this article, a novel accelerated evolution-guided Q-learning (EGQL) algorithm is introduced to address optimal control problems for unknown nonlinear systems. A novel adaptive ...
marktechpost

Implementing Deep Q-Learning (DQN) from Scratch Using RLax JAX Haiku and Optax to Train a CartPole Reinforcement Learning Agent

In this tutorial, we implement a reinforcement learning agent using RLax, a research-oriented library developed by Google DeepMind for building reinforcement learning algorithms with JAX. We combine ...
IEEE

Energy-Aware Prioritised Double Q-Learning: A Novel Reinforcement Learning Approach for Nonlinear Robotic Systems

Abstract: Reinforcement learning (RL) has emerged as an effective system for managing nonlinear robotic systems, where classical control methods often encounter instability, delayed convergence, and ...
Android Police

I'm finally learning to code, and I have NotebookLM to thank for it

Irene Okpanachi is a Features writer, covering mobile and PC guides that help you understand your devices. She has five years' experience in the Tech, E-commerce, and Food niches. Particularly, the ...
northpennnow

Machine Learning Using Python: A Complete Learning Path With Practical Projects

Machine learning is an essential component of artificial intelligence. Whether it’s powering recommendation engines, fraud detection systems, self-driving cars, generative AI, or any of the countless ...
Hosted on MSN

Python version of Faraday’s law explained electrodynamics part 1

Dive into Faraday’s Law of Electromagnetic Induction with a practical Python implementation in this first part of our Electrodynamics series. Learn how to simulate and visualize changing magnetic ...
The New York Times

These Three Red States Are the Best Hope in Schooling

Students at an elementary school in Hollandale, Miss.Credit... Supported by By Nicholas Kristof Photographs by Lynsey Addario Mr. Kristof is an Opinion Columnist who reported from Alabama and ...
marktechpost

A Coding Implementation to Train Safety-Critical Reinforcement Learning Agents Offline Using Conservative Q-Learning with d3rlpy and Fixed Historical Data

In this tutorial, we build a safety-critical reinforcement learning pipeline that learns entirely from fixed, offline data rather than live exploration. We design a custom environment, generate a ...
TechCrunch

Apple buys Israeli startup Q.ai as the AI race heats up

Apple, Meta, and Google are locked in a fierce battle to lead the next wave of AI, and they’ve recently increased their focus on hardware. With its latest acquisition of the AI startup Q.ai, Apple ...