Actor–Critic Reinforcement Learning and Application in Developing Computer-Vision-Based Interface Tracking von Dogru, Oguzhan, Velswamy, Kirubakaran, Huang, Biao

Volltext

Explicit nonlinear predictive control algorithms for Laguerre filter and sparse least square support vector machine-based Wiener model von Raninga, Divyesh, TK, Radhakrishnan, Velswamy, Kirubakaran

Volltext

Reinforcement Learning in Process Industries: Review and Perspective von Dogru, Oguzhan, Xie, Junyao, Prakash, Om, Chiplunkar, Ranjith, Soesanto, Jansen, Chen, Hongtian, Velswamy, Kirubakaran, Ibrahim, Fadi, Huang, Biao

Volltext

Energy optimization using metaheuristic bat algorithm assisted controller tuning for industrial and residential applications von Divyesh, VR, Sahu, Chinmay, Kirubakaran, Velswamy, Radhakrishnan, TK, Guruprasath, Muralidharan

Volltext

A Long-Short Term Memory Recurrent Neural Network Based Reinforcement Learning Controller for Office Heating Ventilation and Air Conditioning Systems von Wang, Yuan, Velswamy, Kirubakaran, Huang, Biao

Volltext

Online reinforcement learning for a continuous space system with experimental validation von Dogru, Oguzhan, Wieczorek, Nathan, Velswamy, Kirubakaran, Ibrahim, Fadi, Huang, Biao

Volltext

Reinforcement learning approach to autonomous PID tuning von Dogru, Oguzhan, Velswamy, Kirubakaran, Ibrahim, Fadi, Wu, Yuqi, Sundaramoorthy, Arun Senthil, Huang, Biao, Xu, Shu, Nixon, Mark, Bell, Noel

Volltext

A hierarchical constrained reinforcement learning for optimization of bitumen recovery rate in a primary separation vessel von Shafi, Hareem, Velswamy, Kirubakaran, Ibrahim, Fadi, Huang, Biao

Volltext

Performance evaluation of whey flux in dead-end and cross-flow modes via convolutional neural networks von Yogarathinam, Lukka Thuyavan, Velswamy, Kirubakaran, Gangasalam, Arthanareeswaran, Ismail, Ahmad Fauzi, Goh, Pei Sean, Narayanan, Anantharaman, Abdullah, Mohd Sohaimi

Volltext

A hierarchical memory network-based approach to uncertain streaming data von Wang, Weikai, Velswamy, Kirubakaran, Hao, Kuangrong, Chen, Lei, Pedrycz, Witold

Volltext

Parametric analysis of lignocellulosic ultrafiltration in lab scale cross flow module using pore blocking and artificial neural network model von Yogarathinam, Lukka Thuyavan, Velswamy, Kirubakaran, Gangasalam, Arthanareeswaran, Ismail, Ahmad Fauzi, Goh, Pei Sean, Subramaniam, Mahesan Naidu, Satya Narayana, Mosangi, Yaacob, Nurshahnawal, Abdullah, Mohd Sohaimi

Volltext

A Novel Approach to Feedback Control with Deep Reinforcement Learning von Wang, Yuan, Velswamy, Kirubakaran, Huang, Biao

Volltext

A Novel Approach to Feedback Control with Deep Reinforcement Learning⁎⁎This work is supported by in part by MITACS, Alberta Innovates and Natural Sciences Engineering Research Coun... von Wang, Yuan, Velswamy, Kirubakaran, Huang, Biao

Volltext