Robotics · Computer Science
Motion Planning and Control for Mobile Robot Navigation Using Machine Learning: a Survey
Xuesu Xiao, Bo Liu, Garrett Warnell, Peter Stone
2022-03-01
Software Engineering · Computer Science
Neural Networks for Safety-Critical Applications - Challenges, Experiments and Perspectives
Chih-Hong Cheng, Frederik Diehl, Yassine Hamza, Gereon Hinz +4
2017-09-05
Neural and Evolutionary Computing · Computer Science
Predicting Response-Function Results of Electrical/Mechanical Systems Through Artificial Neural Network
R. C. Gupta, Ankur Agarwal, Ruchi Gupta, Sanjay Gupta
2011-11-09
Robotics · Computer Science
Generating Reliable and Efficient Predictions of Human Motion: A Promising Encounter between Physics and Neural Networks
Alessandro Antonucci, Gastone Pietro Rosati Papini, Luigi Palopoli, Daniele Fontanelli
2022-03-04
Computational Finance · Quantitative Finance
A neural network-based framework for financial model calibration
Shuaiqiang Liu, Anastasia Borovykh, Lech A. Grzelak, Cornelis W. Oosterlee
2020-02-03
Networking and Internet Architecture · Computer Science
An ANN Based Call Handoff Management Scheme for Mobile Cellular Network
P. P. Bhattacharya, Ananya Sarkar, IndranilSarkar, Subhajit Chatterjee
2014-01-13
Robotics · Computer Science
Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles
Liuhui Ding, Dachuan Li, Bowen Liu, Wenxing Lan +4
2021-08-12
Robotics · Computer Science
Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners
Ahmed H. Qureshi, Yinglong Miao, Anthony Simeonov, Michael C. Yip
2020-06-30
Robotics · Computer Science
Robot Navigation with Map-Based Deep Reinforcement Learning
Guangda Chen, Lifan Pan, Yu'an Chen, Pei Xu +4
2020-02-12
Materials Science · Physics
How machine learning can help the design and analysis of composite materials and structures?
Xin Liu, Su Tian, Fei Tao, Haodong Du +1
2020-10-20
Robotics · Computer Science
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner
Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu +2
2022-08-25
Robotics · Computer Science
A Model Predictive Approach for Online Mobile Manipulation of Nonholonomic Objects using Learned Dynamics
Roya Sabbagh Novin, Amir Yazdani, Andrew Merryweather, Tucker Hermans
2020-11-12