New RLlib API examples

[visibledmitrii]

Description

Are there any examples of RLIB new api training for custom models/envs? All complete pipelines are written for old API
For example I want to build a basic PPO baseline for such an env

Use case

It would be in handy to provide such an examples to speed up new api migration

[simonsays1980]

Hi @visibledmitrii , thanks for raising this issue.

I think these examples here would help you follow on:

• Env example: https://github.com/ray-project/ray/blob/master/rllib/examples/envs/custom_env_render_method.py
• Custom model (RLModule in new API stack): https://github.com/ray-project/ray/blob/master/rllib/examples/rl_modules/custom_lstm_rl_module.py