Jason A. Sulskis's Projects
Adaptive FNO transformer - official Pytorch implementation
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
Python Code related to my Atmospheric Science research.
A curated list of awesome Python frameworks, libraries, software and resources
Bayesian Optimal Monte Carlo Planning POMDP solver
Causal inference, graphical models and structure learning with the PC algorithm.
Algorithms for causal inference and the detection of dynamical coupling from time series, and for approximation of the transfer operator and invariant measures.
Displays Classification Banner for a Graphical Session
Some simple toy POMDPs with continuous observation spaces for testing algorithms.
Coursera Data Science Repo
The Leek group guide to data sharing
A naive Python implementation of the Discrete Hartley Transform
Lua/Torch implementation of DQN (Nature, 2015)
PyTorch implementation of DRAGAN (https://arxiv.org/abs/1705.07215)
Initial public release of code, data, and model weights for FourCastNet
Based on research papers which discuss Fuzzy concept
Open AI Gym environment for Tiger POMDP problem
Gym-like extensions for POMDP
pytorch implementation of Hartley spectral pooling based on FFT
Jupyter Notebooks for ICML submission
IDL Libraries
Code for 2 agent Interactive POMCP algorithm
My implementation of interactive partially observable markov decision process for automated planning as described in the paper by Trong Nghia Hoang and Kian Hsiang Low https://arxiv.org/abs/1304.5159
Julia.IPOMDPs package for defining Interactive POMDPs
Julia.IPOMDPToolbox package, contains the first solver and belief updater of Julia.IPOMDPs