Ming Zhou's Projects
A preliminary platform for up to 1 million reinforcement learning agents
A library of reinforcement learning components and agents
Web interface for browsing, search and filtering recent arxiv submissions
Renders papers from Arxiv as responsive web pages so you don't have to squint at a PDF.
Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation
A repository for the reproduction of async RL algorithms
An experimental open-source attempt to make GPT-4 fully autonomous.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
A large-scale multi-modal pre-trained model
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
an implementation of CommNet
A repository contains two kinds compilers(Tiny language and c-)
PyTorch implementation of Distributed Distributional Deterministic Policy Gradients
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
API Documentation Browser
This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym
A distributed search engine mainly based on Elasticsearch and Scrapy
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
:radio: douban.fm based on Python
An End-To-End, Lightweight and Flexible Platform for Game Research
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
PyTorch extensions for high performance and large scale training.
A microframework based on Werkzeug, Jinja2 and good intentions
A toolkit for reproducible reinforcement learning research
Google Research
📊 A simple command-line utility for querying and monitoring GPU status
The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
:cactus: A responsive, clean and simple theme for Hexo.
Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"