An open API service indexing awesome lists of open source software.

https://github.com/shangtongzhang/distributedes

Distributed implementation of popular evolutionary methods
https://github.com/shangtongzhang/distributedes

cma-es evolutionary-algorithms neat nes pytorch

Last synced: about 2 months ago
JSON representation

Distributed implementation of popular evolutionary methods

Awesome Lists containing this project

README

        

# DistributedES
> Distributed version of popular evolutionary methods

Included algorithms:
* Distributed CMA-ES
* Distributed NES
* Distributed NEAT

# Dependency
* PyTorch
* [CMA](https://pypi.python.org/pypi/cma)
* [Neat-Python](https://github.com/CodeReclaimers/neat-python) [[commit](https://github.com/CodeReclaimers/neat-python/commit/15e910ce12f34497b32946e468205e08b019034d)]

# References
* [The CMA Evolution Strategy: A Tutorial](https://arxiv.org/abs/1604.00772)
* [Evolution Strategies as a Scalable Alternative to Reinforcement Learning](https://arxiv.org/abs/1703.03864)
* [Evolving neural networks through augmenting topologies](https://dl.acm.org/citation.cfm?id=638554)