Seungjae Ryan Lee

awesome-rl-competitions. List of competitions related to Reinforcement Learning

rldb. Performances of Reinforcement Learning Agents

osim-rl-helper. Helper for NeurIPS 2018 Challenge: AI for Prosthetics

implementations-nfq. Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method

rl-exploration. Reinforcement Learning papers on exploration methods.

awesome-rl-cfp. Collection of awesome Call for Papers to submit your Reinforcement Learning papers

playing-hard-exploration-games-by-watching-youtube. [WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)

MagNet. Machine Learning Methods for Magnetic Modeling

awesome-optimizers. A curated list of optimizers for machine learning.

pure-noise. Jupyter Notebook

endtoend.ai. Personal blog

sutton-barto-notebooks. Jupyter Notebooks for Sutton & Barto's Reinforcement Learning: An Introduction

python3-boilerplate. Python3 boilerplate with Pylint, Pytest, Sphinx, and TravisCI

implementations-dqn. Human-level control through Deep Reinforcement Learning

Doumi-Chess. C++ UCI Chess Engine

combined-experience-replay. A Deeper Look at Experience Replay (Zhang and Sutton, 2017)

nma-cn-project. Project for Neuromatch Academy: Computational Neuroscience

meta-learning-with-memory-augmented-neural-networks. Meta-Learning with Memory-Augmented Neural Networks

ml-boilerplate. ML Boilerplate using PyTorch Lightning, Hydra, and Optuna

pdfigcapx-api. Python

rl-streetfighter. Single Player Street Fighter 3 environment with MAME Toolkit

implementations. A centralized repository for all my paper implementations.

rlee. Rlee is a research framework built on top of PyTorch 1.0 for fast prototyping of novel reinforcement learning algorithms.

retro-agents. Agents for OpenAI Retro Contest

baselines-pytorch. High-quality PyTorch 1.0 implementations of widely used Deep RL algorithms.

leetcode. Python 3 Solutions to LeetCode problems.

princeton-mat321. Python Code for MAT321: Numerical Methods (Fall 2020)

ryann. Ryan's Yet Another Neural Network

implementations-template. Makefile

clarity. Python 3 Chess Engine

chocolate. Python's kwargs, improved.

SpyfallRL. Jupyter Notebook

wrong. Evaluate your unit test skills

python-pdf-extraction. Comparing PDF extraction libraries in Python

baseball-action-recognition. Python