Contributing: Algorithm

Algorithms live in plugrl-server.

Where to edit

• Implementation: plugrl_server/algorithm/...
• Registration: plugrl_server.algorithm.registration
• Server loop: plugrl_server.server.websocket_agent_server

Checklist

• Implement the infer(...) and feedback(...) contract used by the server loop.
• Implement training and checkpoint hooks as needed.
• Register your config (UID + variants) and make sure it is imported.

Verify

Start a server that uses your algorithm.

plugrl-run-server dummy-policy default <your-algo> default

Connect a dummy worker.

plugrl-run-env-client dummy-v1 --num-episodes 1 --server-host 127.0.0.1 --server-port 8000

Troubleshooting

• Algo UID not listed: registration module was not imported.
• Server crashes on first infer: observation schema mismatch.

Next steps

• Custom algorithm
• Contributing