Latest Articles for Reinforcement Learning

Robotics The Thrill of Autonomous Racing: A New Frontier

Witness the future of racing with self-driving cars competing on the track.

Dvij Kalaria, Chinmay Maheshwari, Shankar Sastry

2025-03-22T09:34:39+00:00 ― 6 min read

Optimization and Control Decisions in the Dark: POMDPs Explained

Learn how POMDPs help in uncertain decision-making with limited information.

Ali Devran Kara, Serdar Yuksel

2025-03-22T07:44:10+00:00 ― 8 min read

Robotics Driving the Future: How CAVs Are Changing Roads

Connected Autonomous Vehicles use collaboration for safer, smarter travel.

Leandro Parada, Hanlin Tian, Jose Escribano

2025-03-21T05:29:24+00:00 ― 6 min read

Artificial Intelligence Designing Smart AI Skills: The MaestroMotif Method

Discover how AI learns skills through human guidance and simple instructions.

Martin Klissarov, Mikael Henaff, Roberta Raileanu

2025-03-21T03:04:57+00:00 ― 6 min read

Robotics Smart Robots Master Door Handles and Valves

Robots learn to manipulate objects easily with new methods.

Yujin Kim, Sol Choi, Bum-Jae You

2025-03-20T22:16:03+00:00 ― 7 min read

Fluid Dynamics Optimizing Airflow with Smart Algorithms

Discover how reinforcement learning enhances active flow control for better performance.

Alexandra Müller, Tobias Schesny, Ben Steinfurth

2025-03-18T17:44:16+00:00 ― 6 min read

Machine Learning Machine Learning: The Future of AI

Discover how machine learning teaches computers to learn from data.

Koby Bibas

2025-03-18T05:10:20+00:00 ― 5 min read

Machine Learning Revolutionizing Voltage Control with Digital Twins

A new approach to managing voltage in power systems using Gumbel-Consistency Digital Twin.

Jiachen Xu, Yushuai Li, Torben Bach Pedersen

2025-03-16T21:32:24+00:00 ― 6 min read

Robotics Robots Take the Field: The Future of Soccer

Discover how reinforcement learning is transforming robot soccer.

Adam Labiosa, Zhihan Wang, Siddhant Agarwal

2025-03-16T09:07:39+00:00 ― 6 min read

Machine Learning Reinforcement Learning in Finance: A Guide

Learn how reinforcement learning can optimize financial decision-making and strategies.

Lucky Li

2025-03-15T22:24:41+00:00 ― 6 min read

Machine Learning Enhancing Exploration in Reinforcement Learning

A new method boosts agent exploration in various tasks.

Adrien Bolland, Gaspard Lambrechts, Damien Ernst

2025-03-14T05:43:13+00:00 ― 7 min read

Mathematical Finance Harnessing Machine Learning for Smart Investing

Learn how reinforcement learning can enhance your investment strategies.

Huy Chau, Duy Nguyen, Thai Nguyen

2025-03-13T14:01:40+00:00 ― 6 min read

Computation and Language Can AI Learn to Plan Effectively?

Examining the capabilities of large language models in planning tasks.

Sukai Huang, Trevor Cohn, Nir Lipovetzky

2025-03-13T13:43:03+00:00 ― 6 min read

Quantum Physics Advancing AI with Quantum-Train Learning

A new approach combines quantum computing and reinforcement learning for improved AI training.

Kuan-Cheng Chen, Samuel Yen-Chi Chen, Chen-Yu Liu

2025-03-13T04:47:14+00:00 ― 6 min read

Robotics Robots Learning Through Visual Demonstrations

Robots are being trained to learn tasks through visual cues and feedback.

Mattijs Baert, Sam Leroux, Pieter Simoens

2025-03-11T02:19:57+00:00 ― 8 min read

Health Informatics Revolutionizing Heart Health: Duramax and AI

Discover how AI is personalizing cardiovascular disease prevention and treatment.

Yekai Zhou, Ruibang Luo, Joseph Edgar Blais

2025-03-09T08:38:00+00:00 ― 7 min read

Machine Learning Smart Energy Solutions for Buildings

Discover how to optimize energy use in buildings while ensuring comfort.

Alejandro Campoy-Nieves, Antonio Manjavacas, Javier Jiménez-Raboso

2025-03-07T05:35:42+00:00 ― 7 min read

Machine Learning The Rise of Hierarchical Meta-Reinforcement Learning

A new approach to machine learning that enhances adaptability across multiple tasks.

Minjae Cho, Chuangchuang Sun

2025-03-02T16:06:09+00:00 ― 7 min read

Robotics Drones Take Flight with SimpleFlight Training

Explore how SimpleFlight improves drone performance in real-world flying.

Jiayu Chen, Chao Yu, Yuqing Xie

2025-03-01T21:38:42+00:00 ― 7 min read

Systems and Control Autonomous Systems in Spacecraft Inspection

Reinforcement learning enhances autonomous management of increasing spacecraft in orbit.

Kyle Dunlap, Nathaniel Hamilton, Kerianne L. Hobbs

2025-03-01T21:17:06+00:00 ― 8 min read

Materials Science Transforming Material Science with Ion Beam Analysis and Machine Learning

Combining ion beam analysis with machine learning enhances material study and discovery.

Tiago Fiorini da Silva

2025-03-01T02:12:24+00:00 ― 7 min read

Machine Learning Reservoir Computing: A Smart Leap in AI Memory

Discover how reservoir computing improves memory in AI for faster learning.

Kevin McKee

2025-02-25T04:29:33+00:00 ― 7 min read

Machine Learning Revolutionizing Robotics with SMoSE: A Clear Path Ahead

Discover how SMoSE empowers robots with interpretable decision-making skills.

Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode

2025-02-24T22:52:30+00:00 ― 5 min read

Machine Learning Revolutionizing Data Sorting with VON

Learn how VON transforms data visualization through smart ordering.

Zehua Yu, Weihan Zhang, Sihan Pan

2025-02-23T05:08:42+00:00 ― 5 min read

Machine Learning AI Enhances Mechanical Ventilation Management

New AI method improves ventilator settings for better patient care.

Niloufar Eghbali, Tuka Alhanai, Mohammad M. Ghassemi

2025-02-22T06:40:30+00:00 ― 7 min read

Machine Learning Calibrated Direct Preference Optimization: Shaping AI Responses

A method that aligns language models with human preferences through effective calibration.

Teng Xiao, Yige Yuan, Huaisheng Zhu

2025-02-21T13:01:12+00:00 ― 7 min read

Quantum Physics Revolutionizing Learning with Hybrid Agents

A new approach combines classical methods and quantum concepts for better learning.

Oliver Sefrin, Sabine Wölk

2025-02-16T17:15:26+00:00 ― 6 min read

Robotics Quadrupedal Robots Take on Pipe Inspection

Robotic helpers are transforming narrow pipe inspection using advanced technology.

Jing Guo, Ziwei Wang, Weibang Bai

2025-02-16T09:26:06+00:00 ― 7 min read

Machine Learning Reinforcement Learning: A Deep Dive

Explore how agents learn to make decisions through reinforcement learning.

Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert

2025-02-16T09:10:51+00:00 ― 7 min read

Machine Learning Kite Power: The Future of Wind Energy

Discover how kites are transforming renewable energy generation.

Lorenzo Basile, Maria Grazia Berni, Antonio Celani

2025-02-15T23:44:34+00:00 ― 6 min read

Machine Learning Revolutionizing Urban Traffic with Robots

New framework optimizes traffic flow with autonomous vehicles and AI.

Iftekharul Islam, Weizi Li

2025-02-14T16:05:42+00:00 ― 5 min read

Systems and Control UAVs vs. Jammers: A New Tracking Approach

Discover how UAVs are improving tracking despite jammers with smart strategies.

Ziang Wang, Lei Wang, Qi Yi

2025-02-14T11:09:36+00:00 ― 6 min read

Artificial Intelligence Ensuring AI Honesty with Self-Other Overlap

A new approach aims to make AI systems more trustworthy and less deceptive.

Marc Carauleanu, Michael Vaiana, Judd Rosenblatt

2025-02-09T17:44:15+00:00 ― 5 min read

Machine Learning Adapting Reinforcement Learning for Changing Environments

New techniques improve learning efficiency in AI agents as environments shift.

Benjamin Ellis, Matthew T. Jackson, Andrei Lupu

2025-02-08T00:47:40+00:00 ― 7 min read

Artificial Intelligence Optimizing Network Performance with eMBB-Agent

Learn how eMBB-Agent improves network efficiency for fast internet demands.

Daniel Pereira Monteiro, Lucas Nardelli de Freitas Botelho Saar, Larissa Ferreira Rodrigues Moreira

2025-02-05T12:37:21+00:00 ― 6 min read

Machine Learning Mastering the Art of Fine-tuning Diffusion Models

A look into enhancing diffusion models for better data generation.

Yinbin Han, Meisam Razaviyayn, Renyuan Xu

2025-02-05T03:32:00+00:00 ― 8 min read

Artificial Intelligence Generative Auto-Bidding: The Future of Online Ads

Discover how GAS boosts online advertising efficiency and effectiveness.

Yewen Li, Shuai Mao, Jingtong Gao

2025-02-03T01:14:15+00:00 ― 7 min read

Software Engineering Revolutionizing Code Refactoring with AI

Learn how AI is changing the landscape of code refactoring for developers.

Indranil Palit, Tushar Sharma

2025-02-01T08:18:36+00:00 ― 8 min read

Machine Learning Mastering Hyperparameter Optimization: Your Guide to Smarter ML Models

Learn how hyperparameter optimization boosts machine learning performance effectively.

Md. Tarek Hasan

2025-01-31T04:13:21+00:00 ― 8 min read

Image and Video Processing Transforming Medical Imaging with SAM Technology

SAM boosts accuracy in identifying lesions, enhancing medical imaging efficiency.

Yuli Wang, Victoria Shi, Wen-Chi Hsu

2025-01-30T05:58:12+00:00 ― 6 min read