jaysulk
Autonomy and Cognitive Systems SME with a strong background in Physics and Atmospheric Science. Research focus on Physics Informed Neural Networks.
Georgia Tech Research InstituteAtlanta, GA
Pinned Repositories
AFNO-transformer
Adaptive FNO transformer - official Pytorch implementation
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
AlphaZero.jl
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
AtmosphericScienceResearch
Python Code related to my Atmospheric Science research.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
BOMCP.jl
Bayesian Optimal Monte Carlo Planning POMDP solver
CausalInference.jl
Causal inference, graphical models and structure learning with the PC algorithm.
CausalityTools.jl
Algorithms for causal inference and the detection of dynamical coupling from time series, and for approximation of the transfer operator and invariant measures.
PINO_Applications
Applications of PINOs
TigerGameResearch
jaysulk's Repositories
jaysulk/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
jaysulk/AtmosphericScienceResearch
Python Code related to my Atmospheric Science research.
jaysulk/datasciencecoursera
Coursera Data Science Repo
jaysulk/datasharing
The Leek group guide to data sharing
jaysulk/dqn
Lua/Torch implementation of DQN (Nature, 2015)
jaysulk/dragan-pytorch
PyTorch implementation of DRAGAN (https://arxiv.org/abs/1705.07215)
jaysulk/fuzzy-fusion
jaysulk/gym-tiger
Open AI Gym environment for Tiger POMDP problem
jaysulk/Hartley-spectral-pooling
pytorch implementation of Hartley spectral pooling based on FFT
jaysulk/IDL
IDL Libraries
jaysulk/IPOMCP.jl
Code for 2 agent Interactive POMCP algorithm
jaysulk/IPOMDP-Lite
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
jaysulk/IPOMDPs.jl
Julia.IPOMDPs package for defining Interactive POMDPs
jaysulk/KalmanFilter
jaysulk/Kevin
3-player Kuhn Poker agent
jaysulk/Pointer-Networks
An implementation of "Pointer Networks" in Tensorflow
jaysulk/pointer-networks-1
Pointer Networks Implementation in Keras
jaysulk/POMDPy
POMDPs in Python.
jaysulk/pycfr
A python implementation of Counterfactual Regret Minimization for poker
jaysulk/Python
Generic Python Scripts/Tools
jaysulk/UW-UIOPS
University of Illinois Optical Array Probe (OAP) Processing Software
jaysulk/uwkingair
University of Wyoming King Air scripts, etc.
jaysulk/WumpusWorld
Stuart Russel and Peter Norvig's Wumpus World environment...