ewanlee

HDMI

The codebase of "Hierarchical Diffusion for Offline Decision Making".

ICLR2019-RL-Papers

The Reinforcement-Learning-Related Papers of ICLR 2019

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

NAS-Papers

Paper list of network architecture search (NAS)

Personae

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning.

rl_car

Autodriving prototype with deep reinforcement learning

video_title_classification

Video short title classification.

models

Models and examples built with TensorFlow

qiniu-imgup-linux

七牛云图片上传工具 for Linux

ewanlee/ICLR2019-RL-Papers

The Reinforcement-Learning-Related Papers of ICLR 2019

ewanlee/HDMI

The codebase of "Hierarchical Diffusion for Offline Decision Making".

ewanlee/ICML-RL-Papers

RL related papers received by ICML conferences in recent years.

ewanlee/MaCA

ewanlee/paper-notes

Random notes on papers

ewanlee/resvo

This is the code for experiments in the under-reviewed paper "Learning Roles with Emergent Social Value Orientations".

ewanlee/StarCraft

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

ewanlee/30DaysofSwift

A self taught project to learn Swift.

ewanlee/blog-image-hosting

my tech blog image hosting (https://tomaxent.com)

ewanlee/CausalCuriosity

Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML 2021.

ewanlee/diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

ewanlee/ewanlee

Config files for my GitHub profile.

ewanlee/ewanlee.github.io

Ewan's Blog.

ewanlee/gflownet

Generative Flow Networks

ewanlee/gitignore

A collection of useful .gitignore templates

ewanlee/ICLR2020-OpenReviewData

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

ewanlee/learning-to-learn-by-gradient-descent-by-gradient-descent

Pytorch version of NIPS'16 "Learning to learn by gradient descent by gradient descent"

ewanlee/MAAC

Code for "Dealing with Non-Stationarity in MARL via Trust Region Decomposition" ICLR 2022

ewanlee/mackrl

Code for Multi-Agent Common Knowledge Reinforcement Learning (NeurIPS 2019)

ewanlee/maddpg-pytorch

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

ewanlee/MAgent

A Platform for Many-agent Reinforcement Learning

ewanlee/mvrl

Multi-view Reinforcement Learning

ewanlee/OAReactDiff

An object-aware diffusion model for generating chemical reactions

ewanlee/open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

ewanlee/pymarl

Python Multi-Agent Reinforcement Learning framework

ewanlee/rlkit

Collection of reinforcement learning algorithms

ewanlee/sparse-structured-attention

Sparse and structured neural attention mechanisms

ewanlee/spinningup

An educational resource to help anyone learn deep reinforcement learning.

ewanlee/tianshou

An elegant PyTorch deep reinforcement learning library.

ewanlee/tsdiff

Diffusion model for transition state prediction