ai-economist
seagull
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| ai-economist | seagull | |
|---|---|---|
| 5 | 1 | |
| 1,060 | 168 | |
| - | - | |
| 0.0 | 1.8 | |
| 8 months ago | over 3 years ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | MIT License |
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ai-economist
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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
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Improving Equality and Productivity with AI-Driven Tax Policies
They're also on Github -> https://github.com/salesforce/ai-economist
seagull
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Which language do you use to code cellular automata?
Python! I even made a small library to do it: https://github.com/ljvmiranda921/seagull
What are some alternatives?
Mava - 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
OpenWorm - Repository for the main Dockerfile with the OpenWorm software stack and project-wide issues
pymarl2 - Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
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.
robo-gym - An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
fdtd - A 3D electromagnetic FDTD simulator written in Python with optional GPU support
0xDeCA10B - Sharing Updatable Models (SUM) on Blockchain
Lenia - Lenia - Mathematical Life Forms
maro - Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
GameOfLife - The world's most expensive version of Conway's Game of Life - running on the Ethereum Blockchain
MLflow - Open source platform for the machine learning lifecycle
alien - ALIEN is a CUDA-powered artificial life simulation program.