ShangtongZhang / DistributedES

Distributed implementation of popular evolutionary methods

DistributedES

Distributed version of popular evolutionary methods

Included algorithms:

• Distributed CMA-ES
• Distributed NES
• Distributed NEAT

Dependency

• PyTorch
• CMA
• Neat-Python [commit]

References

• The CMA Evolution Strategy: A Tutorial
• Evolution Strategies as a Scalable Alternative to Reinforcement Learning
• Evolving neural networks through augmenting topologies