/BenchGEM-ES

Primary LanguagePythonMIT LicenseMIT

Benchmarking Gradient Estimation Mechanisms in Evolution Strategies for Solving Black-Box Optimization Functions and Reinforcement Learning Problems

MIT licensed

Thai Bao Tran, Ngoc Hoang Luong

Setup

  • Clone this repo:
$ git clone ...
$ cd BenchGEM-ES
  • Install dependencies:
$ pip install -r requirements.txt

To perform experiments on RL, we install MuJoCo from here

Usage

Run

Evaluate & Visualize

Acknowledgement

Our source code is inspired by: