Thought-Cloning VS mini-AlphaStar

Compare Thought-Cloning vs mini-AlphaStar and see what are their differences.

Thought-Cloning

[NeurIPS '23 Spotlight] Thought Cloning: Learning to Think while Acting by Imitating Human Thinking (by ShengranHu)
ai-safety Artificial intelligence Deep Learning imitation-learning reinforcement-learning
Source Code
shengranhu.com
Suggest alternative
Edit details

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
Source Code
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
Thought-Cloning mini-AlphaStar
1 1
232 291
- -
5.4 0.0
3 months ago over 1 year ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Thought-Cloning

Posts with mentions or reviews of Thought-Cloning. 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 Thought-Cloning and mini-AlphaStar you can also consider the following projects:

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

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"

mini-AlphaStar vs multi_agent_path_planning 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