smac · GitHub Topics

Automated Machine Learning with scikit-learn

automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

Python 7.86 k

5 个月前

opendilab / DI-engine

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

reinforcement-learning multiagent-reinforcement-learning self-play imitation-learning inverse-reinforcement-learning exploration-exploitation distributed-system Python impala smac atari mujoco r2d2 reinforcement-learning-algorithms pytorch-rl model-based-reinforcement-learning

Python 3.45 k

10 天前

marlbenchmark / on-policy

#算法刷题#This is the official implementation of Multi-Agent PPO (MAPPO).

smac ppo multi-agent 算法

Python 1.58 k

1 年前

hijkzzz / pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

marl smac starcraft sota reinforcement-learning

Python 668

1 年前

Lizhi-sjtu / MARL-code-pytorch

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

reinforcement-learning smac

Python 594

3 年前

afwbkbc / glsmac

Unofficial open-source OpenGL/SDL2 reimplementation of Sid Meier's Alpha Centauri ( + Alien Crossfire )

4X game 游戏开发 multiplayer smac strategy-game C++4x-strategy-game civ civilization cross-platform freebsd Linux Windows turn-based-strategy OpenGL

C++ 485

8 天前

opendilab / ACE

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

multi-agent multi-agent-reinforcement-learning reinforcement-learning smac

Python 221

3 年前

NKAI-Decision-Team / LLM-PySC2

#大语言模型#LLM-PySC2 is NKAI Decision Team and NUDT Decision Team's Python component of the StarCraft II LLM Decision Environment. It exposes Deepmind's PySC2 Learning Environment API as a Python LLM Environment...

大语言模型 llm-agent pysc2 smac starcraft2 multi-agent environment

Python 130

2 个月前

jk96491 / SMAC

StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX

smac starcraft2 multi-agent-reinforcement-learning reinforcement-learning

Python 71

4 年前

hijkzzz / noisy-mappo

Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)

smac multi-agent-reinforcement-learning sota

Python 63

2 年前

j3soon / dfac

[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning

smac starcraft2 reinforcement-learning multi-agent-reinforcement-learning

Python 32

2 年前

nphdang / Bandit-BO

#计算机科学#Bayesian Optimization for Categorical and Continuous Inputs

bayesian-optimization gaussian-processes automated-machine-learning hyperparameter-optimization 机器学习 hyperparameter-tuning hyperopt smac automl optimization

Python 21

5 年前

hyeon1996 / FoX

This repository considers the implementation of the paper "FoX: Formation-aware exploration in multi-agent reinforcement learning" which has been accepted to AAAI 2024

marl smac

Python 19

8 个月前

jk96491 / C-COMA

Continual Multi-agent Reinforcement Learning in Dynamic Environments

smac marl multiagent-reinforcement-learning

Python 10

4 年前

xujiuqing2023 / marl-ppo-suite

Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO with various normalization...

multiagent-reinforcement-learning PyTorch reinforcement-learning-algorithms smac starcraft2

Python 6

4 天前