Isaac J. Sledge
Orcid: 0000-0002-7755-5886
According to our database1,
Isaac J. Sledge
authored at least 31 papers
between 2008 and 2024.
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Bibliography
2024
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery.
CoRR, 2024
2023
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
2022
Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
CoRR, 2022
2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery.
CoRR, 2021
An Information-Theoretic Approach for Automatically Determining the Number of States when Aggregating Markov Chains.
CoRR, 2021
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders.
CoRR, 2021
2020
An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations.
IEEE Trans. Neural Networks Learn. Syst., 2020
Regularized Training of Convolutional Autoencoders using the Rényi-Stratonovich Value of Information.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Analysis of Agent Expertise in Ms. Pac-Man Using Value-of-Information-Based Policies.
IEEE Trans. Games, 2019
Entropy, 2019
An Information-theoretic Approach for Automatically Determining the Number of State Groups When Aggregating Markov Chains.
Proceedings of the IEEE International Conference on Acoustics, 2019
A Differential-geometric Approach for Globally Solving a Non-convex, Discontinuous Depth Estimation Problem for Plenoptic Camera Images.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion.
IEEE Trans. Neural Networks Learn. Syst., 2018
An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits.
Entropy, 2018
Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision Processes.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Partitioning Relational Matrices of Similarities or Dissimilarities Using the Value of Information.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
CoRR, 2017
Balancing exploration and exploitation in reinforcement learning using a value of information criterion.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2014
An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks.
Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014
2011
2010
IEEE Trans. Fuzzy Syst., 2010
IEEE Trans. Fuzzy Syst., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Proceedings of the FUZZ-IEEE 2009, 2009
2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008