zyfsjycc

zyfsjycc's Stars

• DarkDawn233/SeCA

  Codes of SeCA accompanying the paper "Sequential Cooperative Multi-Agent Reinforcement Learning"(AAMAS 2023). SeCA is a sequential credit assignment method that factorizes and simplifies the complex interaction analysis of multi-agent systems into a sequential evaluation process for more efficient learning.

  Language:Python53

• zyfsjycc/GoMARL

  Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). GoMARL is a domain-agnostic MARL method that learns automatic grouping for efficient cooperation by promoting intra- and inter-group coordination.

  Language:Python213

• rpSebastian/PDCFRPlus

  Code for "Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent", IJCAI 2024 (Oral)

  Language:Python91

• rpSebastian/DDCFR

  Code for "Dynamic Discounted Counterfactual Regret Minimization", ICLR 2024 (Spotlight)

  Language:Python71

• rpSebastian/AutoCFR

  Code for "AutoCFR: Learning to Design Counterfatual Regret Minimization Algorithms", AAAI 2022 (Oral)

  Language:Python163

• wwxFromTju/deepmind_MAS_enviroment

  some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

  Language:Python13125

• yuchenlin/rebiber

  A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

  Language:Python2.7k161

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.5k5.9k

• marl-book/codebase

  Official code repo for the MARL book (www.marl-book.com)

  Language:Python41264

• OpenRL-Lab/openrl

  Unified Reinforcement Learning Framework

  Language:Python66163

• opendilab/PPOxFamily

  PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

  Language:Python2k179

• micahcarroll/uniMASK

  Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"

  Language:Python544

• Replicable-MARL/MARLlib

  One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

  Language:Python968158

• DLR-RM/stable-baselines3

  PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

  Language:Python9.4k1.7k

• wwxFromTju/awesome-reinforcement-learning-lib

  GitHub's code repository is all you need

  33238

• vwxyzjn/ppo-implementation-details

  The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

  Language:Python66499

• TJU-DRL-LAB/AI-Optimizer

  The next generation deep reinforcement learning tookit

  Language:Python4.9k903

• acmi-lab/cmu-10717-the-art-of-the-paper

  Official repository for CMU Machine Learning Department's 10717: "The Art of the Paper".

  28610

• SerpentAI/SerpentAI

  Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

  Language:Python6.8k788

• opendilab/DI-engine

  OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

  Language:Python3.2k382

• uoe-agents/epymarl

  An extension of the PyMARL codebase that includes additional algorithms and environment support

  Language:Python540144

• datawhalechina/fantastic-matplotlib

  Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/

  Language:Python471105

• datawhalechina/easy-rl

  强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

  Language:Jupyter Notebook9.8k1.9k

• google-deepmind/dm_control

  Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  Language:Python3.9k680

• google-deepmind/mujoco

  Multi-Joint dynamics with Contact. A general purpose physics simulator.

  Language:Jupyter Notebook8.4k854

• mli/paper-reading

  深度学习经典、新论文逐段精读

  27.6k2.5k

• hahayonghuming/VDACs

  Value-Decomposition Multi-Agent Actor-Critics

  Language:Python403

• probml/pml-book

  "Probabilistic Machine Learning" - a book series by Kevin Murphy

  Language:Jupyter Notebook5k599

• google/brax

  Massively parallel rigidbody physics simulation on accelerator hardware.

  Language:Jupyter Notebook2.4k259

• h4pZ/rose-pine-matplotlib

  All natural pine, faux fur and a bit of soho vibes for the classy minimalist

  31515