This page collects all the resources related to the paper "Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems" appearing in Proceedings of the 30th Conference on Artificial Intelligence (AAAI 2017), 2017. (pdf)
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems
Presentation
The PDF of the beamer presentation.
Videos
The simple Boids-like model:
A replay of the tracks of real fish:
A demo of kNN-Sample trained on the real-fish data:
Images
Code
All of the code used in this project is available on github as part of the biosim2 repository.