** WORK IN PROGRESS **
Include a basic Evolution Strategies and Particle Swarm Optimisation as an alternative to gradient based methods.
Key Reference:
Population-based Global Optimisation Methods for Learning Long-term Dependencies with RNNs. Bryan Lim, Stefan Zohren, and Stephen Roberts. 2019 ICML Time Series Workshop.