IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 6, Issue 2, April 2022

1) A Survey of Embodied AI: From Simulators to Research Tasks

Author(s): Jiafei Duan, Samson Yu, Hui Li Tan, Hongyuan Zhu, Cheston Tan

Pages: 230 - 244

2) Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems

Author(s): M. S. Mekala, Alireza Jolfaei, Gautam Srivastava, Xi Zheng, Amjad Anvari-Moghaddam, P. Viswanathan

Pages: 245 - 254

3) An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training

Author(s): Vincent Taboga, Amine Bellahsen, Hanane Dagdougui

Pages: 255 - 266

4) Smart Sensor Control for Rehabilitation in Parkinson's Patients

Author(s): Behnam Faraji, Meysam Gheisarnejad, Zahra Esfahani, Mohammad-Hassan Khooban

Pages: 267 - 275

5) Energy-Based Dropout in Restricted Boltzmann Machines: Why Not Go Random

Author(s): Mateus Roder, Gustavo Henrique de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa

Pages: 276 - 286

6) Learning Sparse Neural Networks Using Non-Convex Regularization

Author(s): Mohammad Khalid Pandit, Roohie Naaz, Mohammad Ahsan Chishti

Pages: 287 - 299

7) Multi-Task Particle Swarm Optimization With Dynamic Neighbor and Level-Based Inter-Task Learning

Author(s): Zedong Tang, Maoguo Gong, Yu Xie, Hao Li, A. K. Qin

Pages: 300 - 314

8) Matrix-Based Evolutionary Computation

Author(s): Zhi-Hui Zhan, Jun Zhang, Ying Lin, Jian-Yu Li, Ting Huang, Xiao-Qi Guo, Feng-Feng Wei, Sam Kwong, Xin-Yi Zhang, Rui You

Pages: 315 - 328

9) AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence

Author(s): Rohan Mohapatra, Snehanshu Saha, Carlos A. Coello Coello, Anwesh Bhattacharya, Soma S. Dhavala, Sriparna Saha

Pages: 329 - 340

10) Angle-Based Multi-Objective Evolutionary Algorithm Based On Pruning-Power Indicator for Game Map Generation

Author(s): Lianbo Ma, Shi Cheng, Mingli Shi, Yinan Guo

Pages: 341 - 354

11) Multi-Objective Feature Selection With Missing Data in Classification

Author(s): Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri

Pages: 355 - 364

12) Multiobjective Demand Response for Internet Data Centers

Author(s): Wei-Yu Chiu, Wei-Kang Hsieh, Chia-Ming Chen, Yu-Chieh Chuang

Pages: 365 - 376

13) Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge

Author(s): Kostas Kolomvatsos

Pages: 377 - 386

14) Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization

Author(s): Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Hongbin Shen, Jun Wang, Shitong Wang

Pages: 387 - 398

15) Modeling and Control of Probabilistic Fuzzy Discrete Event Systems

Author(s): Feng Lin, Hao Ying

Pages: 399 - 408

16) On Complex Fuzzy S-Implications

Author(s): Scott Dick

Pages: 409 - 415