mss-thesis VS mini-AlphaStar

Compare mss-thesis vs mini-AlphaStar and see what are their differences.

mss-thesis

Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Methods". (by georgetz15)
music-source-separation thesis-project neural-networks nmf Pytorch musdb18 open-unmix supervised-learning
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mini-AlphaStar

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research. (by liuruoze)
mini-alphastar supervised-learning reinforcement-learning starcraft2 Deep Learning Pytorch self-playing-bot multi-agent-systems Gaming imitation-learning starcraft2-ai starcraft-ii-bot sc2replay deep-reinforcement-learning deep-neural-networks
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mss-thesis mini-AlphaStar
1 1
9 278
- -
0.0 0.0
about 3 years ago over 1 year ago
Python Python
- Apache License 2.0
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mss-thesis

Posts with mentions or reviews of mss-thesis. We have used some of these posts to build our list of alternatives and similar projects.

mini-AlphaStar

Posts with mentions or reviews of mini-AlphaStar. We have used some of these posts to build our list of alternatives and similar projects.
  • Better AI opponent
    1 project | /r/starcraft2 | 16 Aug 2021
    With quick googling I found this, but it seemed like there were no pretrained models and without a tech background this will be pretty much impossible to run.

What are some alternatives?

When comparing mss-thesis and mini-AlphaStar you can also consider the following projects:

nussl - A flexible source separation library in Python

multi_agent_path_planning - Python implementation of a bunch of multi-robot path-planning algorithms.

unmixer - Create and explore isolated tracks from music files

DI-drive - Decision Intelligence Platform for Autonomous Driving simulation.

pytorch-a2c-ppo-acktr-gail - PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

sharpy-sc2 - Python framework for rapid development of Starcraft 2 AI bots

minimalRL - Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

robo-vln - Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

mss-thesis vs nussl mini-AlphaStar vs multi_agent_path_planning mss-thesis vs unmixer mini-AlphaStar vs DI-drive mini-AlphaStar vs pytorch-a2c-ppo-acktr-gail mini-AlphaStar vs sharpy-sc2 mini-AlphaStar vs minimalRL mini-AlphaStar vs robo-vln