Thematic lists of Dutch words which can be used in naming schemes

An automated data augmentation tool in Python

A library based on Keras, SMAC and HpBandSter to auto tune autoencoder architectures.

SubQMod's Macro Assembler for Atari Jaguar

[JMLR 2023] A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning

Wireless Sensor SMAC Medium Access Protocol Implemented in Matlab. Complete energy efficient and collision avoidance protocol.

Systematic Evaluation of CASH Search Strategies for Unsupervised Anomaly Detection

Research and Development project report. Affliations: Hochschule Bonn-Rhein-Sieg and Fraunhofer SCAI

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

In this project, we focus on different ways to optimize a machine learning model parameters.

Continual Multi-agent Reinforcement Learning in Dynamic Environments

Anti-Cheat Detection for Game Streaming

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

Bayesian Optimization for Categorical and Continuous Inputs

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.

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

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

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

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

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