boscotsang's starred repositories
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
docker_practice
Learn and understand Docker&Container technologies, with real DevOps practice!
random-network-distillation
Code for the paper "Exploration by Random Network Distillation"
multi-armed-bandit
Play with the solutions to the multi-armed-bandit problem.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
self-imitation-learning
ICML 2018 Self-Imitation Learning
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
big2_PPOalgorithm
Application of proximal policy optimization algorithm to the card game Big 2 using Tensorflow
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
PrioritizedExperienceReplay
Yet another prioritized experience replay buffer implementation.
LaTeX-Workshop
Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.
stroke-controllable-fast-style-transfer
Code and data for paper: https://arxiv.org/abs/1802.07101
deeplearning-mindmap
A mindmap summarising Deep Learning concepts.
awesome-deep-learning-papers
The most cited deep learning papers
awesome-computer-vision
A curated list of awesome computer vision resources
PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
practical-pytorch
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained