Can we create a reinforcement learning model using the OML4Py feature of the Oracle Autonomous Database?

Question

Can we create a reinforcement learning model using the OML4Py feature of the Oracle Autonomous Database?

I am unable to figure out whether reinforcement learning model can be developed using the OML4Py feature of the Oracle Autonomous Database. Is there support for the same?

Answer 1

OML4Py supports supervised and unsupervised learning techniques through the in-database algorithms. However, OML4Py also supports embedded Python execution, which allows you to use third-party packages by creating custom conda environments on Autonomous Database via OML Notebooks. Such packages could include Reinforcement Learning algorithms.

See OML4Py product documentation for Installing 3rd-party packages and Embedded Python Execution.