Sunil Samra a19fbd1e98 Merged PR 115: Configure Different Episode and Step Counts for Training and Evaluation
## Summary
Training configs now have 2 different types of episode and step counts - one for train and one for evaluation.

`num_train_episodes`
`num_train_steps`
`num_eval_episodes`
`num_eval_steps`

## Test process
A test file `test_train_eval_episode_steps.py` has been implemented which runs train and evaluation session on two particular configs.

The train and evaluation sessions have different episodes and step count and the test checks that the output log files have the correct number of `total_steps` and `total_episodes`.

## Checklist
- [X] This PR is linked to a **work item**
- [X] I have performed **self-review** of the code
- [X] I have written **tests** for any new functionality added with this PR
- [X] I have updated the **documentation** if this PR changes or adds functionality
- [X] I have run **pre-commit** checks for code style

Related work items: #1566, #1589
2023-07-12 13:34:58 +00:00
2023-07-11 09:01:43 +00:00
2023-06-09 15:49:48 +01:00
2023-06-02 12:59:01 +01:00
2023-06-20 11:22:29 +01:00

PrimAITE

Getting Started with PrimAITE

Pre-Requisites

In order to get PrimAITE installed, you will need to have the following installed:

  • python3.8+
  • python3-pip
  • virtualenv

PrimAITE is designed to be OS-agnostic, and thus should work on most variations/distros of Linux, Windows, and MacOS.

Installation from source

1. Navigate to the PrimAITE folder and create a new python virtual environment (venv)

python3 -m venv <name_of_venv>

2. Activate the venv

Unix
source <name_of_venv>/bin/activate
Windows
.\<name_of_venv>\Scripts\activate

3. Install primaite into the venv along with all of it's dependencies

python3 -m pip install -e .

Development Installation

To install the development dependencies, postfix the command in step 3 above with the [dev] extra. Example:

python3 -m pip install -e .[dev]

Building documentation

The PrimAITE documentation can be built with the following commands:

Unix
cd docs
make html
Windows
cd docs
.\make.bat html

This will build the documentation as a collection of HTML files which uses the Read The Docs sphinx theme. Other build options are available but may require additional dependencies such as LaTeX and PDF. Please refer to the Sphinx documentation for your specific output requirements.

Description
ARCD Primary-Level AI Training Environment (PrimAITE)
Readme 21 MiB
Languages
Python 80.2%
Jupyter Notebook 19.8%