es_pytorch VS deep-neuroevolution

Compare es_pytorch vs deep-neuroevolution and see what are their differences.

es_pytorch

High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters (by sash-a)
evolutionary-strategy reinforcement-learning Gym deep-neuroevolution Pytorch neuroevolution Mpi mpi4py AI
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deep-neuroevolution

Deep Neuroevolution (by uber-research)
deep-neuroevolution AI Machine Learning reinforcement-learning
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es_pytorch deep-neuroevolution
1 1
23 1,616
- 0.3%
0.0 0.0
over 2 years ago 4 months ago
Python Python
- GNU General Public License v3.0 or later
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.

es_pytorch

Posts with mentions or reviews of es_pytorch. We have used some of these posts to build our list of alternatives and similar projects.
  • What is the greatest achievement of Genetic Algorithms[D]?
    1 project | /r/MachineLearning | 29 Dec 2020
    ES, specifically OpenAI's ES (and to an extent CMA-ES). This has been shown to be very competitive with modern state of the art RL algorithms. A huge benefit of it is that it's incredibly easy to implement (I'm gonna shamelessly plug my implementation if you want to see the inner workings)

deep-neuroevolution

Posts with mentions or reviews of deep-neuroevolution. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-04.

What are some alternatives?

When comparing es_pytorch and deep-neuroevolution you can also consider the following projects:

muzero-general - MuZero

evotorch - Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

pureples - Pure Python Library for ES-HyperNEAT. Contains implementations of HyperNEAT and ES-HyperNEAT.

sapai - Super auto pets engine built with reinforment learning training in mind

neat-python - Python implementation of the NEAT neuroevolution algorithm

chess - Program for playing chess in the console against AI or human opponents

policy-adaptation-during-deployment - Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.

evolution-strategies-starter - Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

es_pytorch vs muzero-general deep-neuroevolution vs evotorch es_pytorch vs pureples deep-neuroevolution vs sapai es_pytorch vs neat-python deep-neuroevolution vs chess es_pytorch vs policy-adaptation-during-deployment deep-neuroevolution vs evolution-strategies-starter es_pytorch vs Super-mario-bros-PPO-pytorch