seagull
ai-economist
| seagull | ai-economist | |
|---|---|---|
| 1 | 5 | |
| 173 | 1,060 | |
| - | - | |
| 1.8 | 0.0 | |
| over 3 years ago | 9 months ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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.
seagull
-
Which language do you use to code cellular automata?
Python! I even made a small library to do it: https://github.com/ljvmiranda921/seagull
ai-economist
-
Agent-based modeling in applied economics?
3 Area of Reinforcement learning, in particular, has demonstrated impressive breakthroughs recently. There were attempts to apply it to economic policy planning and finance
- "The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning", Zheng et al 2021 {Salesforce}
- How to assemble the The AI Economist program in python ?
- IA economista comparou modelos de livre mercado, de taxação maior sobre os ricos, e seu próprio modelo de desenvolvimento para descobrir qual deles melhor promove alta produtividade e igualdade social. Resultado: livre mercado é o pior modelo, e a IA se saiu melhor que o modelo proposto por Saez
-
Improving Equality and Productivity with AI-Driven Tax Policies
They're also on Github -> https://github.com/salesforce/ai-economist
What are some alternatives?
OpenWorm - Repository for the main Dockerfile with the OpenWorm software stack and project-wide issues
Mava - 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
Cellular-Automatons - This repository focuses on studying and showcasing interesting patterns emerging from simple rules random motion algorithms. It contains a Conway's Game of life made in Python and a second algorithm for an animation of random walk algorithms on a 2D plane.
pymarl2 - Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
fdtd - A 3D electromagnetic FDTD simulator written in Python with optional GPU support
robo-gym - An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
Lenia - Lenia - Mathematical Life Forms
0xDeCA10B - Sharing Updatable Models (SUM) on Blockchain
GameOfLife - The world's most expensive version of Conway's Game of Life - running on the Ethereum Blockchain
maro - Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
alien - ALIEN is a CUDA-powered artificial life simulation program.
MLflow - Open source platform for the machine learning lifecycle