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0ad

Git mirror of the 0 A.D. source code (http://trac.wildfiregames.com/browser)

0ad-rl-interface-js-sample

Sample script for using the RL interface in 0 AD from NodeJS

0admods

arch-ai

AI development for 0ad RTS game

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

commandcenter

Starcraft 2 Bot

community_maps

0 A.D. Community Maps - maps made by players and fans of the game and shared in the WFG forum

deap

Distributed Evolutionary Algorithms in Python

diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hannibal

An AI/bot for 0 A.D.

interesting-papers

An ongoing collection of interesting papers related to ML/RL/AI

lab

A customisable 3D platform for agent-based AI research

microrts

A simple and highly efficient RTS-game-inspired environment for reinforcement learning

microrts-py

A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)

minari

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

pysc2

StarCraft II Learning Environment

python-rts

An RTS game built using Python and Pygame modules. Inspired by Google Deepmind's pysc2 interface.

python-sc2

A StarCraft II bot api client library for Python 3

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

resourcegather

Studying the application of Reinforcement Learning in Real-Time Strategy games by implementing an agent that learns optimal behavior for various aspects of the game StarCraft II.

rl4j

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

s2client-api

StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

sc-docker

Multi-platform Version of StarCraft: Brood War in a Docker Container, ready to use for bot play simulations.

sc2_harvesteragent

A StarCraft 2 agent for harvesting resources

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

universe

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.