Maciek Wiatrak's repositories
opponent-aware-MARL-papers
Paper Collection of Multi-Agent Reinforcement Learning (MARL) Opponent-Aware algorithms
deepmind_MAS_enviroment
some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》
scBasset-pytorch
An implementation of scBasset model in PyTorch.
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.
SSDs-multiagent-RL
A repository of sequential social dilemma environments for testing of Multi-Agent Reinforcement Learning algorithms
deep-learning-with-python
Implementation of the code in the book "Deep Learning with Python" by Francois Chollet
GANs
A repo of my own implementations of GANs
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
macwiatrak.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
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!
oxforhack-bike-theft-app
Project for OxfordHack 2018
pymarl
Beta code release for Python Multi-Agent Reinforcement Learning framework
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
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.
RL-algorithms
A short collection of Reinforcement Learning algorithms in pytorch