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12/15/2022
Interpretable ML for Imbalanced Data
Deep learning models are being increasingly applied to imbalanced data i...
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03/07/2022
Self-directed Learning of Action Models using Exploratory Planning
Complex, real-world domains may not be fully modeled for an agent, espec...
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02/05/2019
Dungeon Crawl Stone Soup as an Evaluation Domain for Artificial Intelligence
Dungeon Crawl Stone Soup is a popular, single-player, free and open-sour...
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07/06/2016
Cost-Optimal Algorithms for Planning with Procedural Control Knowledge
There is an impressive body of work on developing heuristics and other r...
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03/01/2016
Keypoint Density-based Region Proposal for Fine-Grained Object Detection and Classification using Regions with Convolutional Neural Network Features
Although recent advances in regional Convolutional Neural Networks (CNNs...
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03/30/2012