namlehai

Pinned Repositories

agario-ai
Neural agents learn to play in an agario-like environment with Neataptic
Language:JavaScript00
Applying_EANNs
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Language:ASP00
chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
Language:Jupyter Notebook00
conversation_dynamics
SFI Complex System Summer School project
Language:Jupyter Notebook00
Converstation-Dynamics
Santa Fe CSSS18 Group Project on Converstation Dynamics
Language:Jupyter Notebook00
CritterEvolution
This is an evolutionary game where the brains of critters get smarter over time. The critters live, mate, eat, hunt, scavenge, sleep, and die.
Language:Python00
DeepEvolve
Rapid hyperparameter discovery for neural nets using genetic algorithms
Language:Python00
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Language:Python00
dose
Digital Organism Simulation Environment (DOSE)
Language:HTML00

namlehai's Repositories

namlehai/Applying_EANNs
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Language:ASP00
namlehai/chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
Language:Jupyter Notebook00
namlehai/conversation_dynamics
SFI Complex System Summer School project
Language:Jupyter Notebook00
namlehai/Converstation-Dynamics
Santa Fe CSSS18 Group Project on Converstation Dynamics
Language:Jupyter Notebook00
namlehai/CritterEvolution
This is an evolutionary game where the brains of critters get smarter over time. The critters live, mate, eat, hunt, scavenge, sleep, and die.
Language:Python00
namlehai/DeepEvolve
Rapid hyperparameter discovery for neural nets using genetic algorithms
Language:Python00
namlehai/dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Language:Python00
namlehai/dose
Digital Organism Simulation Environment (DOSE)
Language:HTML00
namlehai/Evolutionary-Algorithm
Evolutionary Algorithm using Python
Language:Python
namlehai/evostra
A fast Evolution Strategy implementation in Python
Language:Python
namlehai/GeneticAlgorithmsWithPython
source code from the book Genetic Algorithms with Python by Clinton Sheppard
Language:Python
namlehai/gym
A toolkit for developing and comparing reinforcement learning algorithms.
Language:Python
namlehai/gym-super-mario-bros
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
Language:Python
namlehai/hebbianCNN
Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)
Language:Python
namlehai/HebbianLearning
Pytorch implementation of Bottom-up Deep Learning using the Hebbian Principle (Wadhwa & Madhow)
Language:Jupyter Notebook
namlehai/intelligent-control-techniques-for-robots
An analysis of different intelligent control techniques (evolutionary alg., reinf. learn., neural networks) applied to robotic manipulators.
Language:Jupyter Notebook
namlehai/irl-imitation
Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Language:Python
namlehai/ml-agents
Unity Machine Learning Agents Toolkit
Language:C#
namlehai/ml-in-tf
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Language:Python
namlehai/models
Models and examples built with TensorFlow
Language:Python
namlehai/multiagent-competition
Repository for competitive multi-agent environments
Language:Python
namlehai/multiagent-particle-envs
Language:Python
namlehai/nascell-automl
Language:Python
namlehai/neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
Language:JavaScript
namlehai/neural-network-genetic-algorithm
Evolving a neural network with a genetic algorithm.
Language:Python
namlehai/pycolab
A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!
Language:Python
namlehai/PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
Language:Python
namlehai/reinforcement-learning-car
Using reinforcement learning to teach a car to avoid obstacles.
Language:Python
namlehai/seeds
Stochastic Cellular Artificial Life Simulator
Language:Python
namlehai/stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Language:Python