jacobaustin123/reinforcement-learning jacobaustin123/reinforcement-learning

  • Stars
    star
    1
  • Language
    Python
  • Created over 7 years ago
  • Updated over 4 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
jacobaustin123/reinforcement-learning
github

jacobaustin123

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Demonstrations, examples, and tutorials for reinforcement learning, including policy gradient and k-armed bandit problems.

More Repositories

1

Coral

The Coral Programming Language: a blazingly-fast, gradually-typed Python compiler with optional static typing for optimization and safety.
OCaml
141
star
2

Titan

A high-performance CUDA-based physics simulation sandbox for soft robotics and reinforcement learning.
Cuda
96
star
3

pytorch-dqn

PyTorch implementation of DeepMind's "Human-level control through deep reinforcement learning"
Python
15
star
4

Python-C-API-CUDA-Tutorial

A tutorial/example of the Python C-API and integration with CUDA kernels.
Makefile
14
star
5

pytorch-inpainting-partial-conv

A PyTorch implementation of the "Image Inpainting for Irregular Holes Using Partial Convolutions" paper from Liu et al at NVIDIA
Python
11
star
6

renderer

A python-based rendering and rasterizing library for stl files.
Python
4
star
7

wgan-pytorch

PyTorch implementation of the Wasserstein GAN for image generation
Python
4
star
8

tic-tac-toe-minimax

A collection of minimax algorithms for tic-tac-toe, implementation in Python. Includes simple minimax, alpha-beta pruning, and fixed-depth search with heuristic evaluation.
Python
2
star
9

Pipes

A Python variant with Pipes and partial function completion
OCaml
1
star
10

jaustin

A set of core personal libraries for Python programming
Python
1
star
11

demos

Python demos and utilities, mostly for machine learning and image formatting
Jupyter Notebook
1
star
12

gradient-descent-tutorials

A variety of Tensorflow and Numpy implementations of the gradient descent backpropogation algorithm for simple one and two layer networks
Python
1
star
13

fancy-cd

A fancy version of the default Bash cd command that allows you to jump to previously visited directories
Python
1
star
14

pytorch-alphazero

An implementation of the 2017 DeepMind paper "Mastering the game of Go without human knowledge" for TicTacToe and Othello.
Python
1
star
15

tensorflow-keras-tutorials

Tensorflow and Keras tutorials for Convolution Neural Networks (CNNs), Generative Adversarial Networks (GANs), and Recurrent Neural Networks (RNNs) using a variety of datasets, including CIFAR-10, MNIST, and ImageNet.
Jupyter Notebook
1
star