Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
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Updated
May 18, 2024 - Python
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
A StarCraft II bot api client library for Python 3
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
Python library for reading MPQ archives.
Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020
(TG'2021) Code for paper "Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning". TG = Transactions on Games.
Final project of CS181 in Shanghaitech.
StarCraft II Data Analytics
Provides a fast way to analyze the build orders in a large number of replays.
Tk python overlay which shows SC2 build order to you
🏋️ Enhance your training with CoachAI, an AI-driven platform for personalized sports coaching, performance tracking, and tailored workout plans.
🚀 Simplify tasks with Tg-Forwards, a Python tool that streamlines processes for improved efficiency and ease of use.
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