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Found 5 papers, 1 papers with code
Simulation leagues: Analysis of competition formats
A proposed new competition format is found to reduce variation from the resultant statistically significant team performance rankings by 75% and 67%, when compared to the actual competition results from RoboCup 2012 and 2013 respectively.
Hierarchical Model for Long-term Video Prediction
Video prediction has been an active topic of research in the past few years.
Fractals2019: Combinatorial Optimisation with Dynamic Constraint Annealing
Fractals2019 started as a new experimental entry in the RoboCup Soccer 2D Simulation League, based on Gliders2d code base, and advanced to become a RoboCup-2019 champion.
Photometric light curves classification with machine learning
The Large Synoptic Survey Telescope will complete its survey in 2022 and produce terabytes of imaging data each night.
Evaluating Attribution for Graph Neural Networks
Interpretability of machine learning models is critical to scientific understanding, AI safety, as well as debugging.
