Pinned Repositories
artificial-olfaction
Machine learning applied to artificial olfaction
deep-q-learning
Replication of atari results from Mnih et al. 2015 in Tensorflow and OpenAI Gym
gazebo
some tutorials and experiments w/ the robot simualtor gazebo
mwalton.github.io
wandering the forests of AI/ML 🤖 🌲
new-mac-who-dis
A (kinda) minimal quick-start installer for OSX development & config backup tool
openspiel_benchmarks
Results comparison between OpenSpiel implementations, associated paper & originating works
rmdn
Generating Sequences w/ Recurrent Mixture Density Networks (Keras & TF)
timeseriesChangeDetection
Experimental solution for detecting the growth of bacteria in blood from CSA image data
ToM-hanabi-neurips19
Implementation of nested theory of mind belief estimation & implicit communication intrinsic rewards.
mwalton's Repositories
mwalton/deep-q-learning
Replication of atari results from Mnih et al. 2015 in Tensorflow and OpenAI Gym
mwalton/mwalton.github.io
wandering the forests of AI/ML 🤖 🌲
mwalton/graphite-md
Embedding touch & apple pencil drawing features into markdown
mwalton/mwalton-me
personal site
mwalton/new-mac-who-dis
A (kinda) minimal quick-start installer for OSX development & config backup tool
mwalton/numpy_exercises
Numpy exercises.
mwalton/artificial-olfaction
Machine learning applied to artificial olfaction
mwalton/openspiel_benchmarks
Results comparison between OpenSpiel implementations, associated paper & originating works
mwalton/rmdn
Generating Sequences w/ Recurrent Mixture Density Networks (Keras & TF)
mwalton/timeseriesChangeDetection
Experimental solution for detecting the growth of bacteria in blood from CSA image data
mwalton/ToM-hanabi-neurips19
Implementation of nested theory of mind belief estimation & implicit communication intrinsic rewards.
mwalton/arrow-nav
A minimally distracting navigation system for android [CE 131: HCI class project]
mwalton/assignment4
I am open sourcing the boiler plate code necessary for Assignment 4 so we can focus on the analysis instead.
mwalton/bdh22
final project for big data for health
mwalton/convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
mwalton/cs231n-convnets
Class projects for stanford's cs231n: Convolutional Neural Networks for Visual Recognition
mwalton/deeprl
mwalton/gym-multigrid
Lightweight multi-agent gridworld Gym environment
mwalton/hyphae
🍄🟫 Neighbor-sensing model of fungal hyphal growth
mwalton/models
Models built with TensorFlow
mwalton/multiagent-particle-envs
mwalton/mwalton.github.io-src
Pelican static site generator source
mwalton/OGS-Android-API
Mapquest Open Guidance Service Android API
mwalton/old_site
personal portfolio & blog
mwalton/open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
mwalton/pelican_site
old pelican-based blog
mwalton/pymarl
Beta code release for Python Multi-Agent Reinforcement Learning framework
mwalton/Tamaguino
Tamagotchi pet clone for Arduino
mwalton/tensorflow
Computation using data flow graphs for scalable machine learning
mwalton/tensorflow-deepq
A deep Q learning demonstration using Google Tensorflow