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

An automated data augmentation tool in Python

Anti-Cheat Detection for Game Streaming

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

Bayesian Optimization for Categorical and Continuous Inputs

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

Continual Multi-agent Reinforcement Learning in Dynamic Environments

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

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

Systematic Evaluation of CASH Search Strategies for Unsupervised Anomaly Detection

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

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

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

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

[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.

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

SubQMod's Macro Assembler for Atari Jaguar

This is the official implementation of Multi-Agent PPO (MAPPO).

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