Frontiers

Intelligent maneuver decision-making for UAVs using the TD3–LSTM reinforcement learning algorithm under uncertain information

Aiming to address the complexity and uncertainty of unmanned aerial vehicle (UAV) aerial confrontation, a twin delayed deep deterministic policy gradient (TD3)–long short-term memory (LSTM) ...
IEEE

Online Reinforcement Learning Algorithm Design for Adaptive Optimal Consensus Control Under Interval Excitation

Abstract: This article proposes online data-based reinforcement learning (RL) algorithm for adaptive output consensus control of heterogeneous multiagent systems (MASs) with unknown dynamics. First, ...
IEEE

A Two-Stage Reinforcement Learning Algorithm for AUV Path Planning Based on Trajectory Exploration and Sequence Modeling

Abstract: Path planning is essential for autonomous underwater vehicles (AUVs) to perform tasks. Many existing single-objective path planning methods rely on prior knowledge of the underwater ...
GitHub

rezamok/Price-responsive-RL-DDPG-for-thermostat-control

Reproducible Code and Data for: "Price-responsive control using deep reinforcement learning for heating systems: Simulation and living lab experiment" This repository is used to train a ...
Forbes

The Rise And Rise Of Reinforcement Learning: AI’s Quiet Revolution

Forbes contributors publish independent expert analyses and insights. Author, Researcher and Speaker on Technology and Business Innovation. Apr 19, 2025, 03:24am EDT Apr 21, 2025, 10:40am EDT ...
GitHub

takuyakubo/chess-reinforcement-learning

このプロジェクトは、深層強化学習を使用してチェスをプレイするAIエージェントを訓練するためのフレームワークです。AlphaZeroスタイルのアルゴリズムを実装し、自己対戦を通じて学習します ...