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Isaac Sledge, PhD - Publications

Affiliations: 
2018 ECE University of Florida, Gainesville, Gainesville, FL, United States 
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8 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Sledge IJ, Principe JC. Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations. Ieee Transactions On Neural Networks and Learning Systems. PMID 34714752 DOI: 10.1109/TNNLS.2021.3115698  0.395
2019 Sledge IJ, Príncipe JC. Reduction of Markov Chains Using a Value-of-Information-Based Approach. Entropy (Basel, Switzerland). 21. PMID 33267063 DOI: 10.3390/e21040349  0.559
2019 Sledge IJ, Principe JC. An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations. Ieee Transactions On Neural Networks and Learning Systems. PMID 31902772 DOI: 10.1109/TNNLS.2019.2953919  0.36
2019 Sledge I, Príncipe J. Reduction of Markov Chains Using a Value-of-Information-Based Approach Entropy. 21: 349. DOI: 10.3390/e21040349  0.556
2019 Sledge IJ, Principe JC. Analysis of Agent Expertise in Ms. Pac-Man Using Value-of-Information-Based Policies Ieee Transactions On Games. 11: 142-158. DOI: 10.1109/TG.2018.2808201  0.639
2018 Sledge IJ, Príncipe JC. An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits. Entropy (Basel, Switzerland). 20. PMID 33265246 DOI: 10.3390/e20030155  0.674
2018 Sledge IJ, Emigh MS, Principe JC. Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. Ieee Transactions On Neural Networks and Learning Systems. 29: 2080-2098. PMID 29771664 DOI: 10.1109/TNNLS.2018.2812709  0.387
2018 Sledge I, Príncipe J. An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits Entropy. 20: 155. DOI: 10.3390/e20030155  0.674
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