Seungjae Ryan Lee (@seungjaeryanlee)
github

seungjaeryanlee

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Top repositories

1

awesome-rl-competitions

List of competitions related to Reinforcement Learning
340
star
2

rldb

Performances of Reinforcement Learning Agents
Python
46
star
3

osim-rl-helper

Helper for NeurIPS 2018 Challenge: AI for Prosthetics
Jupyter Notebook
40
star
4

implementations-nfq

Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method
Python
29
star
5

rl-exploration

Reinforcement Learning papers on exploration methods.
19
star
6

awesome-rl-cfp

Collection of awesome Call for Papers to submit your Reinforcement Learning papers
18
star
7

playing-hard-exploration-games-by-watching-youtube

[WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)
Jupyter Notebook
12
star
8

MagNet

Machine Learning Methods for Magnetic Modeling
Jupyter Notebook
10
star
9

awesome-optimizers

A curated list of optimizers for machine learning.
6
star
10

endtoend.ai

Personal blog
JavaScript
5
star
11

python3-boilerplate

Python3 boilerplate with Pylint, Pytest, Sphinx, and TravisCI
Python
5
star
12

sutton-barto-notebooks

Jupyter Notebooks for Sutton & Barto's Reinforcement Learning: An Introduction
Jupyter Notebook
4
star
13

Doumi-Chess

C++ UCI Chess Engine
C++
4
star
14

pure-noise

Jupyter Notebook
4
star
15

implementations-dqn

Human-level control through Deep Reinforcement Learning
Python
3
star
16

nma-cn-project

Project for Neuromatch Academy: Computational Neuroscience
Jupyter Notebook
3
star
17

combined-experience-replay

A Deeper Look at Experience Replay (Zhang and Sutton, 2017)
Python
2
star
18

rl-streetfighter

Single Player Street Fighter 3 environment with MAME Toolkit
Python
2
star
19

baselines-pytorch

High-quality PyTorch 1.0 implementations of widely used Deep RL algorithms.
Python
2
star
20

leetcode

Python 3 Solutions to LeetCode problems.
Python
2
star
21

pdfigcapx-api

Python
2
star
22

princeton-mat321

Python Code for MAT321: Numerical Methods (Fall 2020)
Jupyter Notebook
1
star
23

awesome-GAN-art

This is a curated collection of artworks generated with Generative Adversarial Networks (GANs).
1
star
24

chocolate

Python's kwargs, improved.
Python
1
star
25

SpyfallRL

Jupyter Notebook
1
star
26

ryann

Ryan's Yet Another Neural Network
Python
1
star
27

meta-learning-with-memory-augmented-neural-networks

Meta-Learning with Memory-Augmented Neural Networks
1
star
28

python-pdf-extraction

Comparing PDF extraction libraries in Python
Python
1
star
29

ml-boilerplate

ML Boilerplate using PyTorch Lightning, Hydra, and Optuna
Python
1
star
30

wrong

Evaluate your unit test skills
Python
1
star
31

implementations

A centralized repository for all my paper implementations.
1
star
32

rlee

Rlee is a research framework built on top of PyTorch 1.0 for fast prototyping of novel reinforcement learning algorithms.
Python
1
star
33

baseball-action-recognition

Python
1
star
34

retro-agents

Agents for OpenAI Retro Contest
Jupyter Notebook
1
star