Pinned Repositories
trl
Train transformer language models with reinforcement learning.
cleanba
CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
gym-microrts-paper
The source code for the gym-microrts paper.
invalid-action-masking
Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms
lm-human-preference-details
RLHF implementation details of OAI's 2019 codebase
portwarden
Create Encrypted Backups of Your Bitwarden Vault with Attachments
PPO-Implementation-Deep-Dive
DEPRECATED - please visit https://github.com/vwxyzjn/ppo-implementation-details
ppo-implementation-details
The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization
summarize_from_feedback_details
vwxyzjn's Repositories
vwxyzjn/action-guidance
vwxyzjn/notablog-starter
The official starter project for Notablog.
vwxyzjn/aws-sagemaker-example
vwxyzjn/embedding_projector
vwxyzjn/gym_minigrid
vwxyzjn/notion-blog
vwxyzjn/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
vwxyzjn/autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
vwxyzjn/awesome-shields
The list of styled dynamic informational shields, given the ability to exist by the truly amazing work of shields.io 😍
vwxyzjn/client
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
vwxyzjn/cloudbase-examples
TCB 案例
vwxyzjn/cloudbase-python-app
vwxyzjn/consistent_depth
We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.
vwxyzjn/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.
vwxyzjn/docker_queue
vwxyzjn/dvc-registry
vwxyzjn/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
vwxyzjn/gym3
Vectorized interface for reinforcement learning environments
vwxyzjn/local
W&B Local is the self hosted version of Weights & Biases
vwxyzjn/MineRL2021-Intro-baselines
MineRL 2021 Intro track baselines
vwxyzjn/phasic-policy-gradient
Code for the paper "Phasic Policy Gradient"
vwxyzjn/pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
vwxyzjn/rl-colab-notebooks
Colab notebooks part of the documentation of Stable Baselines reinforcement learning library
vwxyzjn/rts-generalization
vwxyzjn/stack
vwxyzjn/SuperSuit
Easy-to-use micro-wrappers for Gym and PettingZoo based RL Environments
vwxyzjn/trojan
trojan多用户管理部署程序, 支持web页面管理
vwxyzjn/typer
Typer, build great CLIs. Easy to code. Based on Python type hints.
vwxyzjn/wandb-notebook-testing
vwxyzjn/wandb-stack