Search results: Sage Journals

Restricted accessResearch articleFirst published February, 2008

Trajectory Optimization using Reinforcement Learning for Map Exploration

Thomas Kollar, Nicholas Roy

The International Journal of Robotics Research

Restricted accessResearch articleFirst published March 4, 2020

An optimized on-ramp metering method for urban expressway based on reinforcement learning

Gan Chai, Jinde Cao, Shaosheng Xu

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open accessResearch articleFirst published April, 2026

Multi-fidelity reinforcement learning for time-optimal quadrotor re-planning

Gilhyun Ryou, Geoffrey Wang, Sertac Karaman

The International Journal of Robotics Research

Restricted accessResearch articleFirst published September, 2025

Path optimization model of smart elderly care service based on reinforcement learning and particle swarm optimization

Yana Tang, Peng Fu, Bo Zhang

Journal of Computational Methods in Sciences and Engineering

Open accessResearch articleFirst published March, 2022

Reinforcement learning for online optimization of job-shop scheduling in a smart manufacturing factory

Tong Zhou, Haihua Zhu, Dunbing Tang [...]

Advances in Mechanical Engineering

Restricted accessResearch articleFirst published 2023

Multi-Objective Deep Reinforcement Learning for Crowd Route Guidance Optimization

Ryo Nishida, Yuki Tanigaki, Masaki Onishi [...]

Transportation Research Record: Journal of the Transportation Research Board

Restricted accessResearch articleFirst published May 16, 2019

Why the ‘selfish’ optimizing agents could solve the decentralized reinforcement learning problems

Thanh Nguyen, Snehasis Mukhopadhyay, Meghna Babbar-Sebens

The European Journal on Artificial Intelligence

Restricted accessResearch articleFirst published June, 2026

Toolpath optimization in laser metal deposition for manufacturing thin-walled superalloy components based on deep reinforcement learning

Yan Wang, Tao Wang, Chao Wang

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

Restricted accessResearch articleFirst published April, 2022

Reinforcement-learning-based optimal trading in a simulated futures market with heterogeneous agents

Nadi Serhan Aydin

SIMULATION

Restricted accessResearch articleFirst published July, 2026

Data-driven optimal trajectory tracking control of autonomous surface vessels via reinforcement learning

Chao Dong, Yan Yan, Shuanghe Yu [...]

Transactions of the Institute of Measurement and Control

Restricted accessResearch articleFirst published February, 2008

Trajectory Optimization using Reinforcement Learning for Map Exploration

Thomas Kollar, Nicholas Roy

The International Journal of Robotics Research

Restricted accessResearch articleFirst published March 4, 2020

An optimized on-ramp metering method for urban expressway based on reinforcement learning

Gan Chai, Jinde Cao, Shaosheng Xu

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open accessResearch articleFirst published April, 2026

Multi-fidelity reinforcement learning for time-optimal quadrotor re-planning

Gilhyun Ryou, Geoffrey Wang, Sertac Karaman

The International Journal of Robotics Research

Restricted accessResearch articleFirst published September, 2025

Path optimization model of smart elderly care service based on reinforcement learning and particle swarm optimization

Yana Tang, Peng Fu, Bo Zhang

Journal of Computational Methods in Sciences and Engineering

Open accessResearch articleFirst published March, 2022

Reinforcement learning for online optimization of job-shop scheduling in a smart manufacturing factory

Tong Zhou, Haihua Zhu, Dunbing Tang [...]

Advances in Mechanical Engineering

Restricted accessResearch articleFirst published 2023

Multi-Objective Deep Reinforcement Learning for Crowd Route Guidance Optimization

Ryo Nishida, Yuki Tanigaki, Masaki Onishi [...]

Transportation Research Record: Journal of the Transportation Research Board

Restricted accessResearch articleFirst published May 16, 2019

Why the ‘selfish’ optimizing agents could solve the decentralized reinforcement learning problems

Thanh Nguyen, Snehasis Mukhopadhyay, Meghna Babbar-Sebens

The European Journal on Artificial Intelligence

Restricted accessResearch articleFirst published June, 2026

Toolpath optimization in laser metal deposition for manufacturing thin-walled superalloy components based on deep reinforcement learning

Yan Wang, Tao Wang, Chao Wang

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

Restricted accessResearch articleFirst published April, 2022

Reinforcement-learning-based optimal trading in a simulated futures market with heterogeneous agents

Nadi Serhan Aydin

SIMULATION

Restricted accessResearch articleFirst published July, 2026

Data-driven optimal trajectory tracking control of autonomous surface vessels via reinforcement learning

Chao Dong, Yan Yan, Shuanghe Yu [...]

Transactions of the Institute of Measurement and Control