Aerospace and Mechanical Insider on MSN

Hierarchical reinforcement learning boosts air defense efficiency

Modern air defense confrontations demand rapid, precise task assignments in environments where threats evolve within seconds.
IEEE

Enhanced Policy Update Mechanism for PPO-Inspired Algorithms in Intelligent Agent-Based Games

Abstract: In this paper, we propose KL-Beyond-Clip PPO (KLBC-PPO), a novel algorithm derived from PPO, designed to offer a more efficient policy update mechanism. The PPO-Clip algorithm limits the ...
GitHub

Comparing a classical Destination Dispatching algorithm against a PPO-trained reinforcement learning agent in a custom-built Gymnasium simulation environment.

elevator-ai/ ├── environment/ │ ├── building.py # Core simulation entities │ ├── elevator_env.py # Gymnasium environment │ └── traffic_patterns.py # Probabilistic passenger spawning ├── agents/ │ ├── ...
chromatographyonline

Improving LC Method Development Using Machine Learning

KU Leuven and Vrije Universiteit Brussel researchers led efforts to improve deep reinforcement learning (RL) for liquid chromatography (LC) method development. Their findings were published in the ...
chromatographyonline

The Column: Improving LC Method Development Using Machine Learning

Researchers from KU Leuven and Vrije Universiteit Brussel are advancing the use of reinforcement learning (RL) to streamline the complex and labor-intensive process of developing liquid chromatography ...
Frontiers

Learning-driven load frequency control for islanded microgrid using graph networks-based deep reinforcement learning

As the complexity of microgrid systems, the randomness of load disturbances, and the data dimensionality increase, traditional load frequency control methods for microgrids are no longer capable of ...
Searchenginejournal.com

Google Completes November 2024 Core Update

The November 2024 core update took three weeks to complete. With the update complete, now is the time to analyze traffic changes. Recovery from ranking drops can take several months with no guaranteed ...
GitHub

xtyao66/BU-EC418-Final-Project

This is a GYM environment for the PySuperTuxKart game. It is designed for Reinforcement Learning (RL) applications, particularly for educational purposes. The repository also includes examples of ...