Latest Articles for Reinforcement Learning

Machine Learning Enhancing Robot Learning with Time Awareness

New methods help robots learn from past and future experiences effectively.

Jianda Chen, Wen Zheng Terence Ng, Zichen Chen

2025-05-26T23:43:48+00:00 ― 6 min read

Machine Learning Advancements in Cardiac Pacemaker Technology

New methods improve pacemaker design and functionality for better heart health.

John Komp, Dananjay Srinivas, Maria Pacheco

2025-05-26T17:40:32+00:00 ― 9 min read

Robotics Teaching Robots to Walk: A New Approach

A fresh method helps robots learn to walk more effectively.

Martin Robert, Simon Brodeur, Francois Ferland

2025-05-26T08:56:24+00:00 ― 8 min read

Machine Learning Improving Synthetic Patient Data with Reinforcement Learning

A new method enhances synthetic data generation for clinical trials while ensuring privacy.

Trisha Das, Zifeng Wang, Afrah Shafquat

2025-05-26T00:27:27+00:00 ― 9 min read

Software Engineering Improving REST API Testing with Smart Learning Techniques

A new method enhances REST API testing using smart learning to prioritize key operations.

Myeongsoo Kim, Tyler Stennett, Saurabh Sinha

2025-05-25T18:22:03+00:00 ― 5 min read

Computation and Language Advancements in Speech Language Models

Explore how Align-SLM is changing computer speech generation.

Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav

2025-05-25T12:16:30+00:00 ― 6 min read

Machine Learning New Methods for Controlling Complex Systems

Innovative techniques enhance control over challenging systems described by Partial Differential Equations.

Florian Wolf, Nicolò Botteghi, Urban Fasel

2025-05-24T20:36:05+00:00 ― 6 min read

Machine Learning Balancing Safety and Learning in Reinforcement Learning

Integrating safety measures into reinforcement learning for responsible AI training.

Nikola Milosevic, Johannes Müller, Nico Scherf

2025-05-24T18:54:07+00:00 ― 6 min read

Computation and Language Code-Mixing: The Language of Our Times

Understanding how mixed languages shape communication and technology.

Wenbo Zhang, Aditya Majumdar, Amulya Yadav

2025-05-24T14:18:36+00:00 ― 5 min read

Artificial Intelligence Innovations in Liner Shipping Route Design

Reinforcement learning offers smarter solutions for shipping route optimization.

Utsav Dutta, Yifan Lin, Zhaoyang Larry Jin

2025-05-24T14:05:33+00:00 ― 4 min read

Machine Learning The Rise of Jailbreaking Language Models

Learn how people are bypassing safety limits on advanced language models.

Piyush Jha, Arnav Arora, Vijay Ganesh

2025-05-24T11:02:51+00:00 ― 6 min read

Robotics Advancing Quadruped Robot Mobility with New Learning Methods

A new approach improves quadruped robots' movement skills and adaptability.

Reece O'Mahoney, Alexander L. Mitchell, Wanming Yu

2025-05-24T09:57:36+00:00 ― 8 min read

Trading and Market Microstructure Reinforcement Learning in Stock Market Trading

Investigating reinforcement learning techniques for smarter stock trading using technical indicators.

Alhassan S. Yasin, Prabdeep S. Gill

2025-05-24T07:53:24+00:00 ― 8 min read

Machine Learning Dynamic Policy Gradient: A New Approach to Reinforcement Learning

Introducing DynPG, a method that enhances agent learning in complex environments.

Sara Klein, Xiangyuan Zhang, Tamer Başar

2025-05-24T00:24:09+00:00 ― 5 min read

Computation and Language Introducing STEP: A New Framework for Language Agents

STEP improves language agents' planning abilities through structured memory and task management.

Minh Nguyen, Ehsan Shareghi

2025-05-23T22:52:03+00:00 ― 10 min read

Systems and Control Smart Farming: How Reinforcement Learning Helps Crop Management

Learn how technology aids farmers in optimizing crop yield with reinforcement learning.

Joseph Balderas, Dong Chen, Yanbo Huang

2025-05-23T22:51:22+00:00 ― 5 min read

Robotics BAMAX: A New Way for Robots to Explore

BAMAX helps robots work together efficiently in maze exploration.

Geetansh Kalra, Amit Patel, Atul Chaudhari

2025-05-23T22:12:54+00:00 ― 6 min read

Machine Learning Optimizing Car Safety: The Role of Side Sill Design

A look at how computer methods improve car side sill safety.

Aditya Borse, Rutwik Gulakala, Marcus Stoffel

2025-05-23T10:41:15+00:00 ― 7 min read

Machine Learning Training Reinforcement Learning Agents with Large Language Models

Combining RL with LLM guidance improves learning through careful calibration.

Maryam Shoaeinaeini, Brent Harrison

2025-05-23T02:38:24+00:00 ― 7 min read

Machine Learning Securing Our Power Grid: Smart Inverters and Cyber Threats

Learn how smart inverters impact power systems and raise cybersecurity concerns.

Pooja Aslami, Kejun Chen, Timothy M. Hansen

2025-05-22T15:19:48+00:00 ― 6 min read

Robotics Improving Robot Movements with B-Spline Movement Primitives

A look at how BMPs enhance robot movement for various tasks.

Weiran Liao, Ge Li, Hongyi Zhou

2025-05-22T14:14:33+00:00 ― 6 min read

Systems and Control Robotic Herders: A New Approach to Team Tasks

This article examines how robots can work together to manage tasks effectively.

Italo Napolitano, Andrea Lama, Francesco De Lellis

2025-05-22T04:05:30+00:00 ― 6 min read

Multiagent Systems Teaching Robots to Be Kind: The Future of AI

Discover how artificial agents learn to help each other and show empathy.

Naoto Yoshida, Kingson Man

2025-05-21T23:14:06+00:00 ― 7 min read

Neural and Evolutionary Computing Swim Like a Mosquito: Tech Inspired by Nature

Researchers study mosquito larvae to inspire advanced robotic swimmers.

Pranav Rajbhandari, Karthick Dhileep, Sridhar Ravi

2025-05-21T22:48:00+00:00 ― 5 min read

Systems and Control Adaptive Control Systems in Cybersecurity

Learn how adaptive methods improve control systems against cyber threats.

Weinan Gao, Zhong-Ping Jiang, Tianyou Chai

2025-05-21T09:22:56+00:00 ― 5 min read

Artificial Intelligence Teaching Computers to Play So Long Sucker

A look at training bots in a strategy game of alliances and betrayal.

Medant Sharan, Chandranath Adak

2025-05-21T03:26:33+00:00 ― 6 min read

Robotics Robots Learning to Adapt: A New Approach

Combining Learning from Demonstration and Reinforcement Learning for better robot performance.

Zahra Koulaeizadeh, Erhan Oztop

2025-05-21T00:36:54+00:00 ― 6 min read

Quantum Physics Understanding Quantum Circuits Through Dance Metaphors

A look at how quantum circuits function using dance as a metaphor.

Ning Bao, Keiichiro Furuya, Gun Suer

2025-05-20T05:13:16+00:00 ― 7 min read

Machine Learning Upside-Down Reinforcement Learning: A New Approach

A look at how UDRL simplifies decision-making for algorithms.

Juan Cardenas-Cartagena, Massimiliano Falzari, Marco Zullich

2025-05-19T17:58:40+00:00 ― 7 min read

Artificial Intelligence Streamlined Learning for Reinforcement Agents

Syllabus simplifies curriculum learning for reinforcement learning agents, enhancing their training process.

Ryan Sullivan, Ryan Pégoud, Ameen Ur Rahmen

2025-05-19T10:22:40+00:00 ― 7 min read

Networking and Internet Architecture The Future of Robot Navigation

Robots use new methods to navigate while respecting privacy.

Sunday Amatare, Gaurav Singh, Raul Shakya

2025-05-17T15:18:40+00:00 ― 5 min read

Computational Finance Using AI to Improve Stock Trading Success

Discover how combining reinforcement learning and market sentiment can enhance trading.

Ananya Unnikrishnan

2025-05-16T00:50:00+00:00 ― 6 min read

Information Retrieval Inside News Recommendation Systems: Aureus Unpacked

Discover how Aureus transforms news reading with smart recommendations.

Karol Radziszewski, Piotr Ociepka

2025-05-15T18:08:00+00:00 ― 6 min read

Machine Learning Introducing MAEnvs4VRP: A New Approach to Vehicle Routing

A new library to help solve vehicle routing problems using multi-agent learning.

Ricardo Gama, Daniel Fuertes, Carlos R. del-Blanco

2025-05-14T23:08:00+00:00 ― 6 min read

Machine Learning Navigating the Future of Autonomous Driving Safety

A look into tools shaping safe self-driving technology.

Rong Gu

2025-05-14T21:26:40+00:00 ― 8 min read

Quantitative Methods DrugGen: A New Era in Drug Discovery

DrugGen aims to transform drug discovery with advanced machine learning techniques.

Mahsa Sheikholeslami, Navid Mazrouei, Yousof Gheisari

2025-05-14T12:45:39+00:00 ― 6 min read

Systems and Control Reinforcement Learning: A Modern Approach to Power Grid Management

Using AI to improve stability and security in power grids.

Benjamin M. Peter, Mert Korkali

2025-05-11T09:34:20+00:00 ― 7 min read

Machine Learning Reinforcement Learning Transforms Analog Circuit Design

Mamba architecture improves circuit optimization efficiency through advanced reinforcement learning techniques.

Youngmin Oh, Jinje Park, Seunggeun Kim

2025-05-10T16:32:00+00:00 ― 5 min read

Systems and Control Defending Energy Systems Against Cyber Threats

Exploring how smart inverters and AI can protect against cyber attacks.

Kejun Chen, Truc Nguyen, Malik Hassanaly

2025-05-10T10:12:26+00:00 ― 8 min read

Optimization and Control Reinforcement Learning: Improving Machine Communication and Control

Learn how reinforcement learning enhances machine communication and decision-making.

Evelyn Hubbard, Liam Cregg, Serdar Yüksel

2025-05-07T10:33:04+00:00 ― 6 min read