Infra setup to run reinforcement learning baselines in a cloud deployment.
- Create GCP instances to run the experiments
bash ./scripts/gcp-create-instances.sh- Set up ansible inventory file. Example for GCP below
plugin: gcp_compute
projects:
- projectname
auth_kind: serviceaccount
groups:
rl: true
filters:
- 'labels.algo = ppo'
- any filters you may want
service_account_file: /home/yourdir/gcp/serviceaccount.json
- Install ansible galaxy roles
ansible-galaxy install geerlingguy.docker geerlingguy.pip-
Change ansible vault file to contain proper MongoDB login information for your database
-
Set up experiment environment on all machines
bash ./scripts/ansible-full-setup.sh- Start running the experiments
bash ./scripts/ansible-run-experiments.sh