macwiatrak Goto Github PK

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-dna-sequence-ml

List of papers for DNA sequence analysis using Machine Learning (ML) methods.

cpr-dqn

Training DQN on common-pool resources game

cpr_game_rl

Common-pool resource for testing RL algorithms.

deep-learning-with-python

Implementation of the code in the book "Deep Learning with Python" by Francois Chollet

deep-reinforcement-learning-for-gathering-game

deepmind_mas_enviroment

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

end2end_neural_el

gans

A repo of my own implementations of GANs

genebac

GeneBac: a modular framework for predicting antibiotic resistance from DNA sequence.

gym-gridworld

Simple grid-world environment compatible with OpenAI-gym

image-compression

instance-wise-masker

A repository for instance wise masking model.

invase

Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR

laser-tracker

An app for laser point tracking with OpenCV

learn-rl

Learn Reinforcement Learning - A short repo of resources for studying reinforcement learning

lola

Code release for Learning with Opponent-Learning Awareness and variations.

macwiatrak.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

magent

A Platform for Many-agent Reinforcement Learning

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mybikesafetynet

Know where NOT to park your bike!

opponent-aware-marl-papers

Paper Collection of Multi-Agent Reinforcement Learning (MARL) Opponent-Aware algorithms

oxforhack-bike-theft-app

Project for OxfordHack 2018

pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

qm2_data-visualization

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-library

Library on various reinforcement learning algorithms.