maurock/snake-ga-tf

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Language
Python
Created almost 4 years ago
Updated almost 4 years ago

maurock/snake-ga-tf

maurock

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Deep Reinforcement Learning for the game Snake in Keras/Tensorflow.

snake-ga

AI Agent that learns how to play Snake with Deep Q-Learning

DeepSDF

Simple and intuitive implementation of DeepSDF that you can install with a single line of code.

TouchSDF

Implementation of the DeepSDF paper

neural_transfer_style

Transfer painting styles to chosen images with Deep Learning

Q-tracer

Simple path tracer that uses Q-Learning for path guiding

urdf_to_obj

Repository to extract obj files in world frame from a URDF description

object_reconstruction

3D Shape Reconstruction using Pybullet, Tactile Gym and Pterotactyl

Jupyter Notebook

awesome_resources

This is a collection of great resources for everything Machine Learning related

mcts_tictactoe

Implementation of Monte Carlo Tree Search (MCTS) applied to the game TicTacToe

TinyNeRF

Implementation of NeRF and recent advances

maurock

bayesian-nn-pyro

A simple Bayesian Neural Network for regression using PyTorch and Pyro

Jupyter Notebook

small-pathtracer

A very basic path tracer built for learning purposes

DQN-tracer

Path tracer based on Deep Q-Learning for path guiding

Jupyter Notebook

ray-tracing-in-one-weekend

Ray tracing in One Weekend, implementation following Peter Shirley's book.

2D-gaussian-splatting

Rendering engine for 2D Gaussian Splatting