Donald Wunsch

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 21

Top Topics

Reinforcement Learning

Agglomerative Hierarchical Clustering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Baomei Ma, Bo Mao, Sifeng Liu, Jian Chen, Donald Wunsch, Jian Liu
Return strategies and channel pricing in omni-channel retail considering heterogeneous customer perceptions. Comput. Ind. Eng. 193 (2024)
Charles C. Rawlins, Sarangapani Jagannathan, Donald Wunsch
Prediction of Blockchain Transaction Fraud Using a Lightweight Generative Adversarial Network. BCCA (2023)
Tao Wu, Tie Luo, Donald Wunsch
Learning Deep Representations via Contrastive Learning for Instance Retrieval. CoRR (2022)
Ronit Das, Rui Bo, Haotian Chen, Waqas ur Rehman, Donald Wunsch
Forecasting Nodal Price Difference Between Day-Ahead and Real-Time Electricity Markets Using Long-Short Term Memory and Sequence-to-Sequence Networks. IEEE Access 10 (2022)
Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC (2020)
Seaar Al Dabooni, Donald Wunsch
Convergence of Recurrent Neuro-Fuzzy Value-Gradient Learning With and Without an Actor. IEEE Trans. Fuzzy Syst. 28 (4) (2020)
Sepehr Saadatmand, Sima Azizi, Mohammadamir Kavousi, Donald Wunsch
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. CoRR (2020)
Sepehr Saadatmand, Sima Azizi, Mohammadamir Kavousi, Donald Wunsch
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. CCWC (2020)
Ronit Das, Rui Bo, Waqas ur Rehman, Haotian Chen, Donald Wunsch
Cross-Market Price Difference Forecast Using Deep Learning for Electricity Markets. ISGT-Europe (2020)
Seaar Al Dabooni, Donald Wunsch
The Boundedness Conditions for Model-Free HDP(λ). IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Seaar Al Dabooni, Donald Wunsch
Model Order Reduction Based on Agglomerative Hierarchical Clustering. IEEE Trans. Neural Networks Learn. Syst. 30 (6) (2019)
Yongliang Yang, Liming Wang, Hamidreza Modares, Dawei Ding, Yixin Yin, Donald Wunsch
Data-Driven Integral Reinforcement Learning for Continuous-Time Non-Zero-Sum Games. IEEE Access 7 (2019)
Lei Xue, Changyin Sun, Donald Wunsch, Yingjiang Zhou, Fang Yu
An adaptive strategy via reinforcement learning for the prisoner U+02BC s dilemma game. IEEE CAA J. Autom. Sinica 5 (1) (2018)
Yongliang Yang, Donald Wunsch, Yixin Yin
Hamiltonian-Driven Adaptive Dynamic Programming for Continuous Nonlinear Dynamical Systems. IEEE Trans. Neural Networks Learn. Syst. 28 (8) (2017)
Seaar Al Dabooni, Donald Wunsch
Mobile robot control based on hybrid neuro-fuzzy value gradient reinforcement learning. IJCNN (2017)
Tayo Obafemi-Ajayi, Khalid Al-Jabery, Lauren E. Salminen, David H. Laidlaw, Ryan P. Cabeen, Donald Wunsch, Robert H. Paul
Neuroimaging biomarkers of cognitive decline in healthy older adults via unified learning. SSCI (2017)
Yongliang Yang, Donald Wunsch, Yixin Yin
Hamiltonian-driven adaptive dynamic programming for nonlinear discrete-time dynamic systems. IJCNN (2017)
Yongliang Yang, Donald Wunsch, Zhishan Guo, Yixin Yin
Hamiltonian-Driven Adaptive Dynamic Programming Based on Extreme Learning Machine. ISNN (1) (2017)
Seaar Al Dabooni, Donald Wunsch
Heuristic dynamic programming for mobile robot path planning based on Dyna approach. IJCNN (2016)
Clayton Smith, Donald Wunsch
Time series prediction via two-step clustering. IJCNN (2015)
Clayton Smith, Donald Wunsch
Particle Swarm Optimization in an adaptive resonance framework. IJCNN (2015)
Raghavendra Kotikalapudi, Sriram Chellappan, Frances Montgomery, Donald Wunsch, Karl Lutzen
Associating Internet Usage with Depressive Behavior Among College Students. IEEE Technol. Soc. Mag. 31 (4) (2012)
John Seiffertt, Donald Wunsch
Intelligence in Markets: Asset Pricing, Mechanism Design, and Natural Computation [Technology Review]. IEEE Comput. Intell. Mag. 3 (4) (2008)
James P. Dunyak, Donald Wunsch
Fuzzy regression by fuzzy number neural networks. Fuzzy Sets Syst. 112 (3) (2000)
James Dunyak, Donald Wunsch
Fuzzy number neural networks. Fuzzy Sets Syst. 108 (1) (1999)
James Dunyak, Ihab W. Saad, Donald Wunsch
A theory of independent fuzzy probability for system reliability. IEEE Trans. Fuzzy Syst. 7 (3) (1999)
James Dunyak, Donald Wunsch
A training technique for fuzzy number neural networks. ICNN (1997)
Donald Wunsch
The need for improved reinforcement learning techniques in intelligent agents. ICNN (1997)