New evosax paper & v.0.1.0 release 🐘
Date:
Super excited to share evosax release v.0.1.0 and an accompanying paper, which covers all the features and summarizes recent progress in hardware accelerated evolutionary optimization! The new additions include:
- Many new evolution strategies including ASEBO, Guided ES, Discovered ES, FR-CM-NES
- Many new genetic algorithms including MR-1/5-GA, SAMR-GA, GESMR-GA
- Wrappers for gymnax-powered fitness rollouts & evosax → EvoJAX compatible strategies
- Improved default hyperparameter settings
- All BBOB benchmarking functions in JAX
- Restart wrappers including IPOP and BIPOP
- Indirect encodings including MLP hypernetworks
Checkout the repository and the arxiv preprint.