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Publications by Biyang Ma
Group Sparse Optimization for Learning Predictive State Representations
Information Sciences
Control
Systems Engineering
Management
Theoretical Computer Science
Computer Science Applications
Information Systems
Artificial Intelligence
Software
Related publications
The Utility of Sparse Representations for Control in Reinforcement Learning
Proceedings of the AAAI Conference on Artificial Intelligence
Construction of Ground-State Preserving Sparse Lattice Models for Predictive Materials Simulations
npj Computational Materials
Mechanics of Materials
Materials Science
Simulation
Computer Science Applications
Modeling
Sparse Representations for Hand Gesture Recognition
Hierarchical Learning of Sparse Image Representations Using Steered Mixture-Of-Experts
Quantization of Sparse Representations
A Predictive Machine Learning Approach for Microstructure Optimization and Materials Design
Scientific Reports
Multidisciplinary
Spatial Relationships Over Sparse Representations
Predictive Representations Can Link Model-Based Reinforcement Learning to Model-Free Mechanisms
PLoS Computational Biology
Molecular Neuroscience
Evolution
Ecology
Genetics
Behavior
Molecular Biology
Systematics
Simulation
Cellular
Computational Theory
Mathematics
Modeling
Discriminative Sparse Representations in Hyperspectral Imagery